1. Preparing the Categorical Variables This assignment assumes you are using the same Sample Population as from the previous modeling assignment. If you need to make adjustments to the Sample Population, please do so and report what you’ve done. Let Y = sale price be the dependent or response variable. Examine the categorical variables in the Ames Data Set. On first principles (i.e. your reasoning) which seem most likely to be related to, or predictive of, SALESPRICE? For those categorical variables that seem most reasonable or interesting, find summary statistics for Y (i.e. means, medians, std dev., etc) BY the levels of the categorical variable. Which categorical variable(s) have the greatest mean difference between levels? Why is this an important quality to look for? Create dummy coded (or effect coded, if you prefer) variables for the interesting categorical variables that may be predictive of SALEPRICE. Keep in mind, the more categorical variables you want to include in your analysis, the more work required in dealing with those variables. This work goes up exponentially with the number of categorical variables retained and their numbers of levels. Be brutally honest about the potential for a categorical variable to be predictive. If you must, fit regression models to determine R-squared for the categorical variables of interest, and then select only those that have reasonably large R-squared values. Report the summary statistics for SALESPRICE by group for these interesting categorical variables that you wish to retain for further analysis.
setwd('/Users/robin/Desktop/Assignment\ 1\ MSDS\ 410')
mydata <- read.csv(file="ames_housing_data.csv",head=TRUE,sep=",")

str(mydata)
## 'data.frame':    2930 obs. of  82 variables:
##  $ SID          : int  1 2 3 4 5 6 7 8 9 10 ...
##  $ PID          : int  526301100 526350040 526351010 526353030 527105010 527105030 527127150 527145080 527146030 527162130 ...
##  $ SubClass     : int  20 20 20 20 60 60 120 120 120 60 ...
##  $ Zoning       : chr  "RL" "RH" "RL" "RL" ...
##  $ LotFrontage  : int  141 80 81 93 74 78 41 43 39 60 ...
##  $ LotArea      : int  31770 11622 14267 11160 13830 9978 4920 5005 5389 7500 ...
##  $ Street       : chr  "Pave" "Pave" "Pave" "Pave" ...
##  $ Alley        : chr  NA NA NA NA ...
##  $ LotShape     : chr  "IR1" "Reg" "IR1" "Reg" ...
##  $ LandContour  : chr  "Lvl" "Lvl" "Lvl" "Lvl" ...
##  $ Utilities    : chr  "AllPub" "AllPub" "AllPub" "AllPub" ...
##  $ LotConfig    : chr  "Corner" "Inside" "Corner" "Corner" ...
##  $ LandSlope    : chr  "Gtl" "Gtl" "Gtl" "Gtl" ...
##  $ Neighborhood : chr  "NAmes" "NAmes" "NAmes" "NAmes" ...
##  $ Condition1   : chr  "Norm" "Feedr" "Norm" "Norm" ...
##  $ Condition2   : chr  "Norm" "Norm" "Norm" "Norm" ...
##  $ BldgType     : chr  "1Fam" "1Fam" "1Fam" "1Fam" ...
##  $ HouseStyle   : chr  "1Story" "1Story" "1Story" "1Story" ...
##  $ OverallQual  : int  6 5 6 7 5 6 8 8 8 7 ...
##  $ OverallCond  : int  5 6 6 5 5 6 5 5 5 5 ...
##  $ YearBuilt    : int  1960 1961 1958 1968 1997 1998 2001 1992 1995 1999 ...
##  $ YearRemodel  : int  1960 1961 1958 1968 1998 1998 2001 1992 1996 1999 ...
##  $ RoofStyle    : chr  "Hip" "Gable" "Hip" "Hip" ...
##  $ RoofMat      : chr  "CompShg" "CompShg" "CompShg" "CompShg" ...
##  $ Exterior1    : chr  "BrkFace" "VinylSd" "Wd Sdng" "BrkFace" ...
##  $ Exterior2    : chr  "Plywood" "VinylSd" "Wd Sdng" "BrkFace" ...
##  $ MasVnrType   : chr  "Stone" "None" "BrkFace" "None" ...
##  $ MasVnrArea   : int  112 0 108 0 0 20 0 0 0 0 ...
##  $ ExterQual    : chr  "TA" "TA" "TA" "Gd" ...
##  $ ExterCond    : chr  "TA" "TA" "TA" "TA" ...
##  $ Foundation   : chr  "CBlock" "CBlock" "CBlock" "CBlock" ...
##  $ BsmtQual     : chr  "TA" "TA" "TA" "TA" ...
##  $ BsmtCond     : chr  "Gd" "TA" "TA" "TA" ...
##  $ BsmtExposure : chr  "Gd" "No" "No" "No" ...
##  $ BsmtFinType1 : chr  "BLQ" "Rec" "ALQ" "ALQ" ...
##  $ BsmtFinSF1   : int  639 468 923 1065 791 602 616 263 1180 0 ...
##  $ BsmtFinType2 : chr  "Unf" "LwQ" "Unf" "Unf" ...
##  $ BsmtFinSF2   : int  0 144 0 0 0 0 0 0 0 0 ...
##  $ BsmtUnfSF    : int  441 270 406 1045 137 324 722 1017 415 994 ...
##  $ TotalBsmtSF  : int  1080 882 1329 2110 928 926 1338 1280 1595 994 ...
##  $ Heating      : chr  "GasA" "GasA" "GasA" "GasA" ...
##  $ HeatingQC    : chr  "Fa" "TA" "TA" "Ex" ...
##  $ CentralAir   : chr  "Y" "Y" "Y" "Y" ...
##  $ Electrical   : chr  "SBrkr" "SBrkr" "SBrkr" "SBrkr" ...
##  $ FirstFlrSF   : int  1656 896 1329 2110 928 926 1338 1280 1616 1028 ...
##  $ SecondFlrSF  : int  0 0 0 0 701 678 0 0 0 776 ...
##  $ LowQualFinSF : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ GrLivArea    : int  1656 896 1329 2110 1629 1604 1338 1280 1616 1804 ...
##  $ BsmtFullBath : int  1 0 0 1 0 0 1 0 1 0 ...
##  $ BsmtHalfBath : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ FullBath     : int  1 1 1 2 2 2 2 2 2 2 ...
##  $ HalfBath     : int  0 0 1 1 1 1 0 0 0 1 ...
##  $ BedroomAbvGr : int  3 2 3 3 3 3 2 2 2 3 ...
##  $ KitchenAbvGr : int  1 1 1 1 1 1 1 1 1 1 ...
##  $ KitchenQual  : chr  "TA" "TA" "Gd" "Ex" ...
##  $ TotRmsAbvGrd : int  7 5 6 8 6 7 6 5 5 7 ...
##  $ Functional   : chr  "Typ" "Typ" "Typ" "Typ" ...
##  $ Fireplaces   : int  2 0 0 2 1 1 0 0 1 1 ...
##  $ FireplaceQu  : chr  "Gd" NA NA "TA" ...
##  $ GarageType   : chr  "Attchd" "Attchd" "Attchd" "Attchd" ...
##  $ GarageYrBlt  : int  1960 1961 1958 1968 1997 1998 2001 1992 1995 1999 ...
##  $ GarageFinish : chr  "Fin" "Unf" "Unf" "Fin" ...
##  $ GarageCars   : int  2 1 1 2 2 2 2 2 2 2 ...
##  $ GarageArea   : int  528 730 312 522 482 470 582 506 608 442 ...
##  $ GarageQual   : chr  "TA" "TA" "TA" "TA" ...
##  $ GarageCond   : chr  "TA" "TA" "TA" "TA" ...
##  $ PavedDrive   : chr  "P" "Y" "Y" "Y" ...
##  $ WoodDeckSF   : int  210 140 393 0 212 360 0 0 237 140 ...
##  $ OpenPorchSF  : int  62 0 36 0 34 36 0 82 152 60 ...
##  $ EnclosedPorch: int  0 0 0 0 0 0 170 0 0 0 ...
##  $ ThreeSsnPorch: int  0 0 0 0 0 0 0 0 0 0 ...
##  $ ScreenPorch  : int  0 120 0 0 0 0 0 144 0 0 ...
##  $ PoolArea     : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ PoolQC       : chr  NA NA NA NA ...
##  $ Fence        : chr  NA "MnPrv" NA NA ...
##  $ MiscFeature  : chr  NA NA "Gar2" NA ...
##  $ MiscVal      : int  0 0 12500 0 0 0 0 0 0 0 ...
##  $ MoSold       : int  5 6 6 4 3 6 4 1 3 6 ...
##  $ YrSold       : int  2010 2010 2010 2010 2010 2010 2010 2010 2010 2010 ...
##  $ SaleType     : chr  "WD " "WD " "WD " "WD " ...
##  $ SaleCondition: chr  "Normal" "Normal" "Normal" "Normal" ...
##  $ SalePrice    : int  215000 105000 172000 244000 189900 195500 213500 191500 236500 189000 ...
head(mydata)
##   SID       PID SubClass Zoning LotFrontage LotArea Street Alley LotShape
## 1   1 526301100       20     RL         141   31770   Pave  <NA>      IR1
## 2   2 526350040       20     RH          80   11622   Pave  <NA>      Reg
## 3   3 526351010       20     RL          81   14267   Pave  <NA>      IR1
## 4   4 526353030       20     RL          93   11160   Pave  <NA>      Reg
## 5   5 527105010       60     RL          74   13830   Pave  <NA>      IR1
## 6   6 527105030       60     RL          78    9978   Pave  <NA>      IR1
##   LandContour Utilities LotConfig LandSlope Neighborhood Condition1 Condition2
## 1         Lvl    AllPub    Corner       Gtl        NAmes       Norm       Norm
## 2         Lvl    AllPub    Inside       Gtl        NAmes      Feedr       Norm
## 3         Lvl    AllPub    Corner       Gtl        NAmes       Norm       Norm
## 4         Lvl    AllPub    Corner       Gtl        NAmes       Norm       Norm
## 5         Lvl    AllPub    Inside       Gtl      Gilbert       Norm       Norm
## 6         Lvl    AllPub    Inside       Gtl      Gilbert       Norm       Norm
##   BldgType HouseStyle OverallQual OverallCond YearBuilt YearRemodel RoofStyle
## 1     1Fam     1Story           6           5      1960        1960       Hip
## 2     1Fam     1Story           5           6      1961        1961     Gable
## 3     1Fam     1Story           6           6      1958        1958       Hip
## 4     1Fam     1Story           7           5      1968        1968       Hip
## 5     1Fam     2Story           5           5      1997        1998     Gable
## 6     1Fam     2Story           6           6      1998        1998     Gable
##   RoofMat Exterior1 Exterior2 MasVnrType MasVnrArea ExterQual ExterCond
## 1 CompShg   BrkFace   Plywood      Stone        112        TA        TA
## 2 CompShg   VinylSd   VinylSd       None          0        TA        TA
## 3 CompShg   Wd Sdng   Wd Sdng    BrkFace        108        TA        TA
## 4 CompShg   BrkFace   BrkFace       None          0        Gd        TA
## 5 CompShg   VinylSd   VinylSd       None          0        TA        TA
## 6 CompShg   VinylSd   VinylSd    BrkFace         20        TA        TA
##   Foundation BsmtQual BsmtCond BsmtExposure BsmtFinType1 BsmtFinSF1
## 1     CBlock       TA       Gd           Gd          BLQ        639
## 2     CBlock       TA       TA           No          Rec        468
## 3     CBlock       TA       TA           No          ALQ        923
## 4     CBlock       TA       TA           No          ALQ       1065
## 5      PConc       Gd       TA           No          GLQ        791
## 6      PConc       TA       TA           No          GLQ        602
##   BsmtFinType2 BsmtFinSF2 BsmtUnfSF TotalBsmtSF Heating HeatingQC CentralAir
## 1          Unf          0       441        1080    GasA        Fa          Y
## 2          LwQ        144       270         882    GasA        TA          Y
## 3          Unf          0       406        1329    GasA        TA          Y
## 4          Unf          0      1045        2110    GasA        Ex          Y
## 5          Unf          0       137         928    GasA        Gd          Y
## 6          Unf          0       324         926    GasA        Ex          Y
##   Electrical FirstFlrSF SecondFlrSF LowQualFinSF GrLivArea BsmtFullBath
## 1      SBrkr       1656           0            0      1656            1
## 2      SBrkr        896           0            0       896            0
## 3      SBrkr       1329           0            0      1329            0
## 4      SBrkr       2110           0            0      2110            1
## 5      SBrkr        928         701            0      1629            0
## 6      SBrkr        926         678            0      1604            0
##   BsmtHalfBath FullBath HalfBath BedroomAbvGr KitchenAbvGr KitchenQual
## 1            0        1        0            3            1          TA
## 2            0        1        0            2            1          TA
## 3            0        1        1            3            1          Gd
## 4            0        2        1            3            1          Ex
## 5            0        2        1            3            1          TA
## 6            0        2        1            3            1          Gd
##   TotRmsAbvGrd Functional Fireplaces FireplaceQu GarageType GarageYrBlt
## 1            7        Typ          2          Gd     Attchd        1960
## 2            5        Typ          0        <NA>     Attchd        1961
## 3            6        Typ          0        <NA>     Attchd        1958
## 4            8        Typ          2          TA     Attchd        1968
## 5            6        Typ          1          TA     Attchd        1997
## 6            7        Typ          1          Gd     Attchd        1998
##   GarageFinish GarageCars GarageArea GarageQual GarageCond PavedDrive
## 1          Fin          2        528         TA         TA          P
## 2          Unf          1        730         TA         TA          Y
## 3          Unf          1        312         TA         TA          Y
## 4          Fin          2        522         TA         TA          Y
## 5          Fin          2        482         TA         TA          Y
## 6          Fin          2        470         TA         TA          Y
##   WoodDeckSF OpenPorchSF EnclosedPorch ThreeSsnPorch ScreenPorch PoolArea
## 1        210          62             0             0           0        0
## 2        140           0             0             0         120        0
## 3        393          36             0             0           0        0
## 4          0           0             0             0           0        0
## 5        212          34             0             0           0        0
## 6        360          36             0             0           0        0
##   PoolQC Fence MiscFeature MiscVal MoSold YrSold SaleType SaleCondition
## 1   <NA>  <NA>        <NA>       0      5   2010      WD         Normal
## 2   <NA> MnPrv        <NA>       0      6   2010      WD         Normal
## 3   <NA>  <NA>        Gar2   12500      6   2010      WD         Normal
## 4   <NA>  <NA>        <NA>       0      4   2010      WD         Normal
## 5   <NA> MnPrv        <NA>       0      3   2010      WD         Normal
## 6   <NA>  <NA>        <NA>       0      6   2010      WD         Normal
##   SalePrice
## 1    215000
## 2    105000
## 3    172000
## 4    244000
## 5    189900
## 6    195500
names(mydata)
##  [1] "SID"           "PID"           "SubClass"      "Zoning"       
##  [5] "LotFrontage"   "LotArea"       "Street"        "Alley"        
##  [9] "LotShape"      "LandContour"   "Utilities"     "LotConfig"    
## [13] "LandSlope"     "Neighborhood"  "Condition1"    "Condition2"   
## [17] "BldgType"      "HouseStyle"    "OverallQual"   "OverallCond"  
## [21] "YearBuilt"     "YearRemodel"   "RoofStyle"     "RoofMat"      
## [25] "Exterior1"     "Exterior2"     "MasVnrType"    "MasVnrArea"   
## [29] "ExterQual"     "ExterCond"     "Foundation"    "BsmtQual"     
## [33] "BsmtCond"      "BsmtExposure"  "BsmtFinType1"  "BsmtFinSF1"   
## [37] "BsmtFinType2"  "BsmtFinSF2"    "BsmtUnfSF"     "TotalBsmtSF"  
## [41] "Heating"       "HeatingQC"     "CentralAir"    "Electrical"   
## [45] "FirstFlrSF"    "SecondFlrSF"   "LowQualFinSF"  "GrLivArea"    
## [49] "BsmtFullBath"  "BsmtHalfBath"  "FullBath"      "HalfBath"     
## [53] "BedroomAbvGr"  "KitchenAbvGr"  "KitchenQual"   "TotRmsAbvGrd" 
## [57] "Functional"    "Fireplaces"    "FireplaceQu"   "GarageType"   
## [61] "GarageYrBlt"   "GarageFinish"  "GarageCars"    "GarageArea"   
## [65] "GarageQual"    "GarageCond"    "PavedDrive"    "WoodDeckSF"   
## [69] "OpenPorchSF"   "EnclosedPorch" "ThreeSsnPorch" "ScreenPorch"  
## [73] "PoolArea"      "PoolQC"        "Fence"         "MiscFeature"  
## [77] "MiscVal"       "MoSold"        "YrSold"        "SaleType"     
## [81] "SaleCondition" "SalePrice"
mydata$TotalFloorSF <- mydata$FirstFlrSF + mydata$SecondFlrSF
mydata$HouseAge <- mydata$YrSold - mydata$YearBuilt
mydata$QualityIndex <- mydata$OverallQual * mydata$OverallCond
mydata$logSalePrice <- log(mydata$SalePrice)
mydata$price_sqft <- mydata$SalePrice/mydata$TotalFloorSF
summary(mydata$price_sqft)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   15.37  100.57  120.43  121.60  140.01  276.25
hist(mydata$price_sqft)

mydata$TotalSqftCalc <- mydata$BsmtFinSF1+mydata$BsmtFinSF2+mydata$GrLivArea;
subdat <- subset(mydata, select=c("TotalFloorSF","HouseAge","QualityIndex",
                                  "price_sqft", "SalePrice","LotArea",
                                  "BsmtFinSF1","Neighborhood","HouseStyle",
                                  "LotShape","OverallQual","logSalePrice",
                                  "TotalBsmtSF","HouseStyle","Zoning","LotShape","SaleCondition","Functional", "LotArea","SubClass","LotFrontage","OverallCond", "YearBuilt", "ExterQual", "ExterCond", "FirstFlrSF", "SecondFlrSF", "BedroomAbvGr", "TotRmsAbvGrd", "GrLivArea", "MiscVal", "YearRemodel","logSalePrice","TotalSqftCalc"))

str(subdat)
## 'data.frame':    2930 obs. of  34 variables:
##  $ TotalFloorSF  : int  1656 896 1329 2110 1629 1604 1338 1280 1616 1804 ...
##  $ HouseAge      : int  50 49 52 42 13 12 9 18 15 11 ...
##  $ QualityIndex  : int  30 30 36 35 25 36 40 40 40 35 ...
##  $ price_sqft    : num  130 117 129 116 117 ...
##  $ SalePrice     : int  215000 105000 172000 244000 189900 195500 213500 191500 236500 189000 ...
##  $ LotArea       : int  31770 11622 14267 11160 13830 9978 4920 5005 5389 7500 ...
##  $ BsmtFinSF1    : int  639 468 923 1065 791 602 616 263 1180 0 ...
##  $ Neighborhood  : chr  "NAmes" "NAmes" "NAmes" "NAmes" ...
##  $ HouseStyle    : chr  "1Story" "1Story" "1Story" "1Story" ...
##  $ LotShape      : chr  "IR1" "Reg" "IR1" "Reg" ...
##  $ OverallQual   : int  6 5 6 7 5 6 8 8 8 7 ...
##  $ logSalePrice  : num  12.3 11.6 12.1 12.4 12.2 ...
##  $ TotalBsmtSF   : int  1080 882 1329 2110 928 926 1338 1280 1595 994 ...
##  $ HouseStyle.1  : chr  "1Story" "1Story" "1Story" "1Story" ...
##  $ Zoning        : chr  "RL" "RH" "RL" "RL" ...
##  $ LotShape.1    : chr  "IR1" "Reg" "IR1" "Reg" ...
##  $ SaleCondition : chr  "Normal" "Normal" "Normal" "Normal" ...
##  $ Functional    : chr  "Typ" "Typ" "Typ" "Typ" ...
##  $ LotArea.1     : int  31770 11622 14267 11160 13830 9978 4920 5005 5389 7500 ...
##  $ SubClass      : int  20 20 20 20 60 60 120 120 120 60 ...
##  $ LotFrontage   : int  141 80 81 93 74 78 41 43 39 60 ...
##  $ OverallCond   : int  5 6 6 5 5 6 5 5 5 5 ...
##  $ YearBuilt     : int  1960 1961 1958 1968 1997 1998 2001 1992 1995 1999 ...
##  $ ExterQual     : chr  "TA" "TA" "TA" "Gd" ...
##  $ ExterCond     : chr  "TA" "TA" "TA" "TA" ...
##  $ FirstFlrSF    : int  1656 896 1329 2110 928 926 1338 1280 1616 1028 ...
##  $ SecondFlrSF   : int  0 0 0 0 701 678 0 0 0 776 ...
##  $ BedroomAbvGr  : int  3 2 3 3 3 3 2 2 2 3 ...
##  $ TotRmsAbvGrd  : int  7 5 6 8 6 7 6 5 5 7 ...
##  $ GrLivArea     : int  1656 896 1329 2110 1629 1604 1338 1280 1616 1804 ...
##  $ MiscVal       : int  0 0 12500 0 0 0 0 0 0 0 ...
##  $ YearRemodel   : int  1960 1961 1958 1968 1998 1998 2001 1992 1996 1999 ...
##  $ logSalePrice.1: num  12.3 11.6 12.1 12.4 12.2 ...
##  $ TotalSqftCalc : int  2295 1508 2252 3175 2420 2206 1954 1543 2796 1804 ...
subdatnum <- subset(mydata, select=c("TotalFloorSF","HouseAge","QualityIndex",
                                     "SalePrice","LotArea","OverallQual","logSalePrice"))
#################################################################
############## Sample Population / Waterfall ###################
###############################################################
subdat1=subdat[!(subdat$TotalFloorSF>=4000),]
subdat2=subdat1[!(subdat1$QualityIndex<=5),]
subdat3=subdat2[!(subdat2$OverallQual<=2),]
subdat4=subset(subdat3, Zoning!="C (all)" & Zoning!="I (all)")
subdat5=subset(subdat4, SaleCondition!="Abnorml" & SaleCondition!="Alloca" & SaleCondition!="Partial")
subdat6=subset(subdat5, Functional=="Typ")
subdat7=subset(subdat6, LotArea<=100000)
subdat7[is.na(subdat7)] = 0
subdata=subdat7
counts=c(nrow(subdat),nrow(subdat1),nrow(subdat2),nrow(subdat3),nrow(subdat4),nrow(subdat5),nrow(subdat6),nrow(subdat7),nrow(subdata))
barplot(counts,names.arg=c("Total","<3500sf", "Ind>5", "Qual>2","No C/I","Norm", "Typ","<100k","NoN/A"),  main="Waterfall")

subdata$Style1[subdata$HouseStyle == '1Story'] <- 1
subdata$Style1[subdata$HouseStyle != '1Story'] <- 0
subdata$Style2[subdata$HouseStyle == '2Story'] <- 1
subdata$Style2[subdata$HouseStyle != '2Story'] <- 0
subdata$Style1
##    [1] 1 1 1 1 0 0 1 1 1 0 0 1 0 1 1 0 1 1 0 0 1 1 1 1 1 1 0 0 0 1 0 1 0 1 1 1 1
##   [38] 1 0 1 1 0 1 1 1 0 0 0 0 0 0 0 1 0 0 0 0 1 0 1 0 1 0 0 0 1 0 1 1 0 1 0 1 0
##   [75] 1 1 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0 1 1 0 1 0 0 1 0 1 1 1 1 1 0 0 1
##  [112] 0 1 1 0 1 0 0 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 0 1 0 0 1 0 1 1 1 0 1 1 1 0 1
##  [149] 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 1 0 0 0 0 1 1 1 1 1 1 0
##  [186] 1 0 0 0 1 1 1 0 0 1 1 0 1 1 1 0 1 0 0 0 1 1 1 1 0 0 0 0 0 0 1 0 1 1 1 1 0
##  [223] 0 1 1 1 1 1 1 1 1 0 1 1 0 0 1 0 1 0 1 0 0 0 0 1 0 1 1 1 0 0 1 0 0 1 0 1 1
##  [260] 0 0 0 1 1 1 0 1 0 1 0 0 0 0 0 1 1 1 0 0 0 1 0 1 1 0 0 0 0 1 0 1 1 1 1 0 0
##  [297] 0 0 0 0 1 0 0 1 0 1 1 0 0 1 1 1 1 0 0 1 1 1 0 0 0 0 1 1 1 1 0 1 1 1 1 1 1
##  [334] 1 0 0 0 0 1 0 0 1 0 0 0 0 0 1 1 1 1 0 1 1 1 0 1 0 1 1 1 0 1 1 1 1 1 0 1 1
##  [371] 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 1 1 1 1 1 1 0 0 0 0 0 0 0 0 1 0 0
##  [408] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 1 1 1 0 1 0 1 1 1 0 0 0 0 1 0
##  [445] 1 1 0 1 1 1 0 1 1 1 1 1 0 1 0 0 1 0 0 0 1 0 1 1 1 1 1 1 1 1 1 0 1 0 0 0 1
##  [482] 1 1 0 1 1 0 0 0 0 0 1 0 1 0 1 1 1 0 1 1 1 1 1 1 1 1 0 0 1 0 1 1 0 1 1 1 1
##  [519] 1 1 1 1 0 0 0 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 0 1 1 1 0 0 1 1 0 0 1 1 0 1
##  [556] 0 1 1 1 1 1 1 1 1 1 1 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0
##  [593] 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0
##  [630] 1 0 1 0 0 0 1 0 0 0 1 1 1 1 1 0 1 1 1 1 0 0 0 1 0 0 0 0 0 0 1 1 1 1 0 1 1
##  [667] 1 1 1 1 0 0 0 1 1 0 0 1 1 1 0 1 1 0 0 1 0 1 1 1 1 1 1 1 1 1 1 1 0 0 1 0 1
##  [704] 0 0 0 0 1 1 1 1 0 0 1 1 1 1 1 0 1 0 0 1 1 1 0 0 1 0 1 1 1 1 0 0 0 0 0 1 0
##  [741] 0 0 0 0 0 0 1 1 0 0 1 0 1 1 1 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 1 1 1 1 1 0
##  [778] 1 1 1 1 1 1 0 1 0 1 0 0 0 0 0 0 1 0 0 0 1 0 1 0 0 0 0 0 0 1 0 1 1 1 0 0 0
##  [815] 0 0 1 1 0 0 1 1 1 0 1 1 1 1 1 0 1 0 1 0 1 0 0 1 1 1 1 0 0 0 0 0 0 0 1 1 1
##  [852] 1 0 0 0 0 1 0 0 1 0 0 1 1 1 1 1 0 0 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##  [889] 0 0 1 0 0 1 0 0 0 1 0 1 1 1 0 1 0 0 0 0 1 0 1 0 0 1 1 1 0 1 0 0 1 0 0 0 1
##  [926] 0 1 1 1 1 1 1 1 1 0 0 0 1 0 1 0 0 0 1 1 1 1 0 0 0 0 0 0 1 1 1 1 0 1 0 1 0
##  [963] 1 1 1 0 0 1 1 1 1 1 0 0 0 0 0 0 1 1 1 1 1 0 1 1 0 0 1 1 1 1 1 0 0 1 1 0 1
## [1000] 0 1 1 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 0 0 0 1 1 1 1 1 1 1 1 1
## [1037] 0 0 0 0 0 1 0 0 1 1 0 0 0 1 0 0 0 1 0 1 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0
## [1074] 0 0 0 1 0 1 1 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 1 0 1 0
## [1111] 0 1 1 0 0 1 0 0 1 0 1 1 0 1 0 1 1 1 1 1 1 1 0 1 0 1 0 0 1 0 1 0 0 1 0 0 0
## [1148] 0 1 0 0 0 0 1 0 0 1 0 0 1 0 1 1 1 1 0 0 0 1 1 0 0 0 1 0 1 0 1 1 1 1 0 0 0
## [1185] 0 0 0 0 1 0 0 0 0 0 0 1 1 1 1 0 1 1 0 1 1 1 0 1 1 1 1 1 0 1 0 1 1 0 0 0 0
## [1222] 1 1 0 1 1 1 1 1 0 1 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 1
## [1259] 0 0 1 0 1 1 1 0 1 0 1 1 1 1 0 0 1 1 1 1 0 0 1 1 1 1 0 1 1 1 0 1 0 0 0 0 1
## [1296] 0 0 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 1 0 0 1 0 1 0 0 0 1 1 1 1 0 1 1 1 0 1
## [1333] 0 0 0 0 1 0 1 1 1 0 0 0 0 0 1 0 1 1 1 1 1 1 0 1 1 0 0 0 0 1 0 1 1 1 0 1 0
## [1370] 0 1 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0
## [1407] 0 0 0 0 0 1 0 0 1 1 1 1 1 1 1 1 0 0 0 1 1 0 1 1 1 0 0 1 1 1 0 0 1 1 1 1 1
## [1444] 1 1 1 1 0 0 1 0 0 1 0 0 0 0 0 0 0 0 1 0 0 1 1 0 1 1 0 1 1 0 0 1 0 0 1 1 1
## [1481] 0 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 0 0 1 1 1 1 1 1 0 1 0 1 0 1 0 0 0 1
## [1518] 0 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 0 0 0 0 0 1 0 0 1
## [1555] 0 0 1 0 1 1 1 1 1 1 1 1 1 0 0 1 0 1 0 1 0 1 1 1 0 0 0 1 0 1 1 0 0 0 0 0 0
## [1592] 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0
## [1629] 0 0 0 0 0 0 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 0 1 1 0 1 1 1 1 0 0 1
## [1666] 1 0 0 0 0 0 1 1 1 1 0 1 0 0 0 0 1 1 1 1 0 0 1 1 1 0 0 0 0 0 1 0 1 0 0 1 1
## [1703] 1 1 1 1 1 1 0 1 1 0 0 0 1 0 1 0 1 1 0 1 0 1 1 0 0 1 1 1 0 0 0 1 0 1 0 0 1
## [1740] 1 1 1 0 1 1 1 0 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 1 1 0 1 1 1 1
## [1777] 0 0 0 0 0 1 1 0 1 0 0 1 1 1 1 0 0 1 1 1 1 1 1 0 0 1 0 1 1 1 0 1 0 0 1 1 1
## [1814] 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0
## [1851] 1 0 1 1 1 1 0 0 0 0 1 0 1 0 0 0 0 1 0 1 1 1 1 1 0 0 0 0 0 0 0 1 1 0 1 0 1
## [1888] 1 1 1 0 0 1 1 1 0 0 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## [1925] 0 0 0 0 1 0 1 1 0 0 0 0 0 1 1 0 1 1 0 0 1 1 1 1 1 1 1 1 0 0 0 1 1 1 0 0 0
## [1962] 0 0 0 0 0 1 1 1 1 1 1 1 1 1 0 1 0 0 1 1 0 1 0 1 0 1 0 1 0 1 1 1 1 1 0 0 1
## [1999] 1 1 1 1 1 0 1 0 1 1 0 0 1 0 0 1 1 1 0 1 1 0 1 1 1 1 1 1 0 1 1 1 0 1 0 0 0
## [2036] 0 0 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 1 1 0 0 1
## [2073] 0 1 0 1 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 1 0 1 0 1 0 0 0 1
## [2110] 0 1 0 1 1 1 1 1 1 1 1 0 1 0 1 0 1 1 0 0 1 1 0 0 1 0 1 0 0 0 1 1 0 0 1 0 1
## [2147] 0 0 1 1 0 1 0 1 0 1 0 1 1 1 1 1 0 0 0 0 1 0 0 0 1 1 1 0 0 0 0 1 1 0 1 0 0
## [2184] 0 0 0 1 1 1 1 0 1 0 0 1 1 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0
## [2221] 0 1 0 0 0 0 0 1 0 1 1 1 0 1 0 1 1 1 1 0 0 1 0 1 1 1 1 0 1 1 0 1 1 0 0 1 1
## [2258] 0 0 1 0 0 1 1 1 0 1 0 1 0
subdata$Style2
##    [1] 0 0 0 0 1 1 0 0 0 1 1 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 1 0 1 0 1 0 0 0 0
##   [38] 0 1 0 0 1 0 0 0 0 1 1 0 1 1 1 0 1 1 1 0 0 1 0 1 0 1 1 1 0 1 0 0 1 0 1 0 0
##   [75] 0 0 0 0 1 1 1 0 1 1 1 1 1 1 1 1 1 1 0 0 1 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0
##  [112] 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0
##  [149] 0 0 0 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 1 0 1 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1
##  [186] 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 1 0 1 1 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 0 1
##  [223] 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0
##  [260] 1 1 1 0 0 0 1 0 1 0 1 1 0 1 1 0 0 0 1 1 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 1
##  [297] 1 1 1 1 0 1 1 0 1 0 0 1 1 0 0 0 0 1 0 0 0 0 1 1 1 1 0 0 0 0 1 0 0 0 0 0 0
##  [334] 0 1 1 1 1 0 1 1 0 1 1 1 1 1 0 0 0 0 1 0 0 0 1 0 1 0 0 0 1 0 0 0 0 0 1 0 0
##  [371] 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 0 0 0 0 0 0 1 1 0 1 0 1 1 1 0 1 1
##  [408] 1 0 1 1 0 1 1 1 0 1 1 1 1 1 1 0 1 1 1 1 1 0 0 0 0 1 0 1 0 0 0 1 1 1 1 0 1
##  [445] 0 0 1 0 0 0 1 0 0 0 0 0 1 0 1 1 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1 1 1 0
##  [482] 0 0 1 0 0 1 1 1 1 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0
##  [519] 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0 1 0 0 0 1 0
##  [556] 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 1 0 1 1 1 1 1 0 0 0 0 0 0 1 0 0
##  [593] 1 1 1 1 1 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 1 0 0 1 0 0 1 0
##  [630] 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 1 1 1 1 1 1 0 0 0 0 1 0 0
##  [667] 0 0 0 0 1 0 1 0 0 1 1 0 0 0 1 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0
##  [704] 1 1 1 1 0 0 0 0 1 1 0 0 0 0 0 1 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0
##  [741] 1 0 0 1 1 1 0 0 0 0 0 1 0 0 0 1 1 1 1 0 0 1 1 1 1 0 1 0 0 0 0 0 0 0 0 0 1
##  [778] 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 1 0 1 1 1 1 1 1 0 1 0 0 0 1 1 1
##  [815] 1 1 0 0 1 1 0 0 0 1 0 0 0 0 0 1 0 1 0 1 0 1 1 0 0 0 0 1 1 1 1 1 1 1 0 0 0
##  [852] 0 1 1 1 1 0 1 1 0 1 1 0 0 0 0 0 1 1 0 0 0 0 0 1 1 0 1 1 1 1 1 1 1 1 1 0 1
##  [889] 1 1 0 1 1 0 1 1 1 0 1 0 0 0 1 0 1 1 1 1 0 1 0 1 1 0 0 0 1 0 1 1 0 1 1 1 0
##  [926] 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 1 1 0 0 0 0 1 0 1 1 1 1 0 0 0 0 1 0 1 0 0
##  [963] 0 0 0 1 1 0 0 0 0 0 1 1 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0
## [1000] 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0
## [1037] 0 0 0 0 0 0 1 1 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 1 1 0 0 1
## [1074] 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 0 0 0 0
## [1111] 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0
## [1148] 1 0 0 0 1 1 0 1 0 0 1 0 0 1 0 0 0 0 1 1 1 0 0 1 1 1 0 0 0 0 0 0 0 0 1 1 1
## [1185] 1 1 1 1 0 1 1 1 1 1 1 0 0 0 0 1 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1
## [1222] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 1 1 0 0 1 1 1 1 0 0 0 0 0 0 0
## [1259] 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 1 0 0 0
## [1296] 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 0 0 1 0
## [1333] 1 1 1 0 0 0 0 0 0 1 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 1 1 1 1 0 1 0 0 0 1 0 1
## [1370] 1 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 1 0 1 1 1 0 1 1 1 1 1 0 1
## [1407] 1 1 1 1 1 0 1 1 0 0 0 0 0 0 0 0 1 1 1 0 0 1 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0
## [1444] 0 0 0 0 1 1 0 1 0 0 1 1 1 1 1 1 1 1 0 1 1 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0
## [1481] 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 0
## [1518] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0
## [1555] 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 1 0
## [1592] 0 1 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 1 1 0 0 1 1 0 0 0 0 0 0 1 0 1 0 0 0 0
## [1629] 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0
## [1666] 0 1 1 1 1 1 0 0 0 0 1 0 1 1 1 1 0 0 0 0 1 1 0 0 0 1 1 1 1 1 0 1 0 0 0 0 0
## [1703] 0 0 0 0 0 0 1 0 0 1 1 1 0 1 0 1 0 0 1 0 1 0 0 1 1 0 0 0 0 0 0 0 1 0 1 0 0
## [1740] 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 1 0 0 0 0 1 1 0 1 0 0 0 1 0 1 0 0 1 0 0 0 0
## [1777] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 0 0
## [1814] 0 0 1 0 1 1 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 0 1 1 0 1
## [1851] 0 1 0 0 0 0 0 1 1 0 0 1 0 1 1 0 0 0 1 0 0 0 0 0 1 1 1 1 1 1 1 0 0 0 0 1 0
## [1888] 0 0 0 1 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [1925] 1 1 1 1 0 1 0 0 1 1 1 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 1 1 1
## [1962] 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0
## [1999] 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0
## [2036] 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 0 0 1 1 1 0 0 0 0 0 1 0
## [2073] 0 0 0 0 0 1 0 0 0 0 1 1 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0
## [2110] 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0
## [2147] 1 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 1 1 1 0 0 1 0 0 0 0 1 1 1 1 0 0 1 0 1 1
## [2184] 1 1 1 0 0 0 0 1 0 1 1 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 1 1 1 0 1 0 0 1
## [2221] 0 0 0 0 1 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 1 1 0 0
## [2258] 0 1 0 1 1 0 0 0 0 0 0 0 1
subdata
##      TotalFloorSF HouseAge QualityIndex price_sqft SalePrice LotArea BsmtFinSF1
## 1            1656       50           30  129.83092    215000   31770        639
## 2             896       49           30  117.18750    105000   11622        468
## 3            1329       52           36  129.42062    172000   14267        923
## 4            2110       42           35  115.63981    244000   11160       1065
## 5            1629       13           25  116.57459    189900   13830        791
## 6            1604       12           36  121.88279    195500    9978        602
## 7            1338        9           40  159.56652    213500    4920        616
## 8            1280       18           40  149.60938    191500    5005        263
## 9            1616       15           40  146.34901    236500    5389       1180
## 10           1804       11           35  104.76718    189000    7500          0
## 11           1655       17           30  106.28399    175900   10000          0
## 12           1187       18           42  155.85510    185000    7980        935
## 13           1465       12           30  123.13993    180400    8402          0
## 14           1341       20           35  127.88963    171500   10176        637
## 15           1502       25           40  141.14514    212000    6820        368
## 17           1752       22           56   93.60731    164000   12134        427
## 19            864       59           20  163.19444    141000   19138        120
## 21           1844       33           36  103.03688    190000   11751        705
## 22           1173       36           42  144.92754    170000   10625        885
## 23           1674       10           35  129.03226    216000    7500        533
## 24           1004       40           42  148.40637    149000   11241        578
## 25           1078       39           30  139.05380    149900   12537        734
## 26           1056       42           30  134.46970    142000    8450        775
## 27            882       40           20  142.85714    126000    8400        804
## 28            864       39           20  133.10185    115000   10500        432
## 29           1337       11           35  137.62154    184000    5858       1051
## 30            987       39           30   97.26444     96000    1680        156
## 31           1092       39           25   96.61172    105500    1680        300
## 32           1092       39           30   80.58608     88000    1680          0
## 33           1069       33           30  119.27035    127500    4043        360
## 34           1456       35           36  102.95330    149900    2280        514
## 35            836       35           42  143.54067    120000    2280          0
## 36           1456       32           30  100.27473    146000    2280        311
## 38           1704        3           40  179.57746    306000   11478       1218
## 42           1698        5           45  161.95524    275000   11520        110
## 43           1822        5           40  142.15148    259000   14122         28
## 44           1535        6           35  139.41368    214000   10171          2
## 47           2696        7           45  185.45994    500000   14300       1373
## 48           2250        8           40  142.22222    320000   13650        578
## 49           1752        5           45  182.59132    319900    7658        456
## 50           1370        4           40  149.63504    205000    7132         24
## 51           1626        7           35  107.93358    175500    2628          0
## 52           1324        5           30  150.67976    199500   18494          0
## 53           1145        4           35  139.73799    160000    3203         16
## 54           1269        6           40  151.30024    192000    3182         24
## 55           1374        6           35  134.27948    184500   13300        326
## 56           1960        8           30  110.45918    216500    7851        625
## 57           1733        6           35  106.80208    185088    8577          0
## 58           1430       10           35  125.87413    180000    7750        250
## 59           2035        9           35  109.33661    222500    9505          0
## 60           2599       11           45  128.19084    333168   14774          0
## 61           2475       12           40  143.43434    355000   17433          0
## 62           1720       14           35  151.39535    260400   10593        919
## 63           2622       16           40  123.95118    325000   12256       1032
## 64           2270       11           56  127.75330    290000   11764        524
## 65           1839       12           35  120.17401    221000   16770          0
## 66           3238       15           40  126.62137    410000   14720        816
## 67           1595        5           40  138.87147    221500    8987          0
## 69           1547        1           35  139.10795    215200    8640         24
## 70           1566        2           40  167.62452    262500    9000       1078
## 71           1947        6           35  130.91936    254900   12552        222
## 72           1468        5           30  184.94550    271500   10440       1414
## 73           2084        6           35  111.80422    233000   10142        656
## 74           1659        6           35  109.10187    181000   11920          0
## 75           2110       16           35   97.15640    205000    8880        695
## 76            923       30           30  154.92958    143000    8012        543
## 77           1845       18           30  102.43902    189000   11218          0
## 78            918       31           30  108.38780     99500    7892          0
## 79            752       26           30  166.22340    125000    7175        623
## 80           1744       17           49  111.52523    194500    9453        402
## 81           1097       26           30  138.55971    152000    9672        338
## 82           1564       30           36  109.33504    171000    8400          0
## 83           1012       90           25   66.69960     67500    9800          0
## 84           1902       32           30   58.88538    112000    8930          0
## 86            894       45           40  154.92170    138500    8450        553
## 87            900       43           25  135.55556    122000    9819        450
## 88           1040       47           25  127.88462    133000    7500        824
## 89           1040       48           40  122.11538    127000    6897        659
## 91           1923       18           35   98.80395    190000   10186        674
## 92           2349       17           40  154.32099    362500   13143        250
## 93           2225       18           40  128.08989    285000   11134       1129
## 94           1488        6           35  174.73118    260000    4835       1298
## 95           1680        6           35  113.09524    190000    3515          0
## 96           1200        6           35  129.16667    155000    3215        280
## 97           1200        6           35  125.83333    151000    3182          0
## 98           1200        6           35  124.58333    149500    2544        368
## 99           1236        5           30  122.97735    152000    2544        376
## 101          1573       10           30  112.84170    177500    2117        378
## 102          1512       10           30  117.06349    177000    2980        466
## 103          1416       11           35  109.46328    155000    2572        604
## 104          1080        7           35  136.21296    147110    2403        244
## 106          1848       10           40  137.44589    254000    7379        484
## 107           788       30           40  196.70051    155000    4420        728
## 108          1226       32           48  168.02610    206000    3880       1052
## 109          1479       34           48   88.23529    130500   13517        533
## 110          1492        8           35  154.15550    230000    8000        833
## 111          1829       43           36  119.46419    218500   10456        506
## 112          2495       17           30   97.59519    243500   10791       1137
## 113          1610       33           42  127.32919    205000   10603       1200
## 114          1891       32           30  112.37441    212500   18837        687
## 115          1714       22           35  114.64411    196500   10421        394
## 116          1381       38           42  143.01231    197500    9360        982
## 117          1645       39           36  103.95137    171000    9600        329
## 118          1232       44           25  115.46266    142250    9600        698
## 119          1328       47           30  107.68072    143000    9790        569
## 120          1225       51           20  105.26531    128950    9320        569
## 121          1209       44           25  131.51365    159000    9900       1059
## 122          1510       43           30  118.47682    178900    9680       1010
## 123          1775       46           30   76.78873    136300   10600          0
## 124          1152       46           35  156.68403    180500   14112       1014
## 127          1078       60           30  131.84137    142125    9717         49
## 129          1556       61           36  110.86118    172500   17360        300
## 130           858       52           35  135.78089    116500    7207        696
## 132          1063       56           25  120.41392    128000    9920        354
## 133          1520       55           36  100.65789    153000    9600        674
## 134          1268       56           30  104.10095    132000    7800        540
## 135          1128       44           48  157.80142    178000   11380        944
## 136          2274       50           25   67.85400    154300   11600        443
## 139          1604       52           25   84.16459    135000    8267          0
## 140          1480        7           35  144.59459    214000    8197       1188
## 141          1143       51           25  118.98513    136000    8050        856
## 142          1700       51           25   97.35294    165500   10552       1018
## 143          1314       53           30  110.35008    145000    8400        922
## 144          1194       51           36  123.95310    148000    8760          0
## 146          1264       50           25  132.51582    167500    9300        697
## 147          1206       51           25   89.99834    108538   10725        936
## 148          1580       51           30  100.94937    159500   10032        734
## 149          1337       54           20   80.77786    108000    8382          0
## 150          1064       58           35  126.87970    135000   10950        339
## 151           972       55           30  126.02881    122500   10895        648
## 154           985       90           28  106.59898    105000    7898          0
## 156          1086       56           35  133.42541    144900   10200        320
## 157           936       54           35  137.82051    129000    5868        248
## 159          1056       30           30  136.36364    144000    6979       1056
## 160          1287       51           35  125.87413    162000    9830         72
## 161          2978       43           49   81.26259    242000   11275          0
## 162          1224       62           48  107.84314    132000    8064        481
## 163          1246       51           35  123.59551    154000    7500        340
## 164          1385       58           20  119.85560    166000    8520        507
## 165           900       59           35  149.77778    134800    7200        234
## 166          1116       48           36  143.36918    160000   10000          0
## 167          1175       50           30  125.95745    148000    7635        588
## 169          1839       44           30   84.28494    155000    7700          0
## 172           936       90           35  116.98718    109500    4485        579
## 173          1028       83           30  111.86770    115000    8960          0
## 174          1347       53           35  106.16184    143000    5805        274
## 175          1605       95           18   66.91589    107400    5790          0
## 176           747       65           24  107.09505     80000    4608          0
## 178           926       81           35  140.38877    130000    5500        234
## 179          1251       72           42   95.12390    119000    6900          0
## 180          1633       62           35   78.99571    129000   11851        780
## 181          1245       90           30   80.32129    100000    8239        176
## 183           720       82           48  147.08333    105900    8520          0
## 185          1652       95           30   84.14044    139000   10800        686
## 186          2268      120           72  105.82011    240000    9000          0
## 188          1236       53           42  121.11650    149700    7407        600
## 189          1363      100           28   92.07630    125500    7740          0
## 190          2290      125           24   53.49345    122500   11340          0
## 192          1612       60           30   79.71464    128500    5830        788
## 193          2068       88           49  101.30561    209500    7793        474
## 194           765       85           28  113.72549     87000    5000        188
## 196          1196       70           36  107.02341    128000    6000        264
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## 544          2122       13           35  103.67578    220000   11492        637
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## 561          1144       48           30  114.86014    131400   10000        594
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## 1011         2500        3           40  142.00000    355000   13543         16
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## 1013         1884        4           45  205.41401    387000   15401       1337
## 1015         1710        1           45  195.32164    334000    8118       1034
## 1016         1488       58           30   89.38172    133000   47280          0
## 1017         2093       22           42  102.72336    215000   20544          0
## 1018         1688       20           42  134.18246    226500   12680        983
## 1019         1422       27           36  123.41772    175500   12090        588
## 1020         1260       25           49  144.36508    181900   10825        747
## 1021         2064       30           35  113.85659    235000   18559       1206
## 1022         1782       29           35  123.45679    220000   14450        864
## 1023         2872       31           42   94.70752    272000   12227        896
## 1024         1211       32           30  132.94798    161000   13068        890
## 1027         1308       39           30  112.30887    146900    9743        280
## 1030         1444       32           30  110.73407    159900   10400          0
## 1031         1964       32           42  104.37882    205000   10480        403
## 1032         1178       35           30  133.27674    157000   10000       1084
## 1033         2340       12           40  130.76923    306000   14311       1023
## 1034         1792       34           25   74.21875    133000    9000          0
## 1035         1054       39           48  143.26376    151000    9750        602
## 1036          936       39           24  119.55128    111900   10295        252
## 1037          864       37           25  142.36111    123000    7560        119
## 1038          864       36           20  128.76157    111250   12735        600
## 1040          987       35           30  104.76190    103400    1680        458
## 1041          987       35           30  101.31712    100000    1680        330
## 1042          987       36           36  101.82371    100500    1890        483
## 1043          987       38           36  107.39615    106000    1869        321
## 1045          987       37           18   90.67882     89500    1680        358
## 1046         1302       36           25   85.82949    111750    1680        350
## 1048         1456       33           36   98.21429    143000    2308        286
## 1049         1055       31           42  140.75829    148500    2529        378
## 1050          892       42           25  123.31839    110000    9477        340
## 1057         2464        1           40  169.43994    417500   13693       1728
## 1058         1950        1           45  196.41026    383000   14418       1375
## 1060         2790        3           50  164.87455    460000   12539       1082
## 1061         2331        3           45  162.59116    379000   12151       1249
## 1062         2088        1           40  119.73180    250000    8899         40
## 1063         2332        4           40  135.50600    316000   10574        856
## 1064         2470        5           50  248.98785    615000   12720       2257
## 1065         2668        5           45  154.61019    412500   13688       1016
## 1066         2046        5           35  138.80743    284000   10625        866
## 1067         1575        5           40  180.31746    284000   10845       1149
## 1068         2649        7           40  159.02227    421250   16900       1075
## 1069         2690        5           40  137.54647    370000   16451          0
## 1072         1367        3           35  140.45355    192000   12304         20
## 1073         1518        5           40  180.50066    274000   12677       1218
## 1074         1684        3           45  157.95724    266000    8849         28
## 1076         1342        2           40  174.55291    234250    6240        846
## 1077         1342        2           40  163.56185    219500    6240         24
## 1078         1626        5           35   95.32595    155000    2448          0
## 1079         1626        5           35   94.71095    154000    2448        573
## 1080         1358        4           35  152.43004    207000    8198        720
## 1081         1455        5           35  134.02062    195000    3940       1073
## 1082         1576        4           35  139.58756    219990    3940       1087
## 1083         1504        3           35  126.99468    191000    3182         16
## 1084         1266        1           35  126.29937    159895    3182          0
## 1086         1515        4           30  118.15182    179000    9024          0
## 1087         1593        4           30  121.15505    193000    7415        759
## 1088         1166        3           35  162.95026    190000    9587        655
## 1089         1456        3           30  120.87912    176000    8029          0
## 1090         1720        6           35  109.30233    188000    8010          0
## 1091         1986        5           35  107.25076    213000    8396          0
## 1093         1792        8           30  104.07366    186500   10261          0
## 1094         1892        8           35  119.84672    226750    8220        544
## 1095         1490        4           35  123.48993    184000   15384        724
## 1096         1414        6           35  124.46959    176000    7750          0
## 1097         2322        9           35   96.89922    225000   12460        870
## 1098         1651        9           35  112.59843    185900    8390          0
## 1099         2199       11           40  129.37699    284500    9660          0
## 1100         2630       10           40  119.77186    315000    9200        986
## 1101         2198        8           40  113.73976    250000   14260        655
## 1102         2172        8           45  133.97790    291000   11000          0
## 1103         2006       10           40  174.47657    350000   11675       1660
## 1104         2125       12           35  131.52941    279500   10990        851
## 1105         2501       13           56  115.95362    290000   11929          0
## 1106         2113       13           48  165.64127    350000   10437       1696
## 1107         2418       15           35  141.02564    341000   10542       1173
## 1108         2197       15           35  130.86026    287500   10010        228
## 1109         2127       14           35  127.40950    271000   10944       1000
## 1110         1987       14           40  151.73629    301500   14303       1314
## 1112         1933        1           30  110.70874    214000   14598          0
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## 1114         1578        2           35  152.09125    240000   13253       1096
## 1116         1563        1           40  156.74984    245000   10206         33
## 1118         1861        1           40  138.09780    257000    9801          0
## 1120         1460        2           40  169.17808    247000   10037        666
## 1124         1768        3           35  128.22398    226700    9803        400
## 1125         1992        5           40  125.50201    250000    9375          0
## 1126         1958        3           35  127.68131    250000   10625          0
## 1128         1665        1           42  123.69369    205950    8125          0
## 1129         1660        1           40  154.21687    256000   10625          0
## 1131         1728        5           30  120.08102    207500    8791        503
## 1132         1080        4           35  130.55556    141000    7500        680
## 1133         1696        5           30  110.84906    188000   10110         80
## 1134         1663        5           35  115.75466    192500   12774          0
## 1135         1175        3           30  124.25532    146000   13072         80
## 1136         1114        4           25  142.72890    159000   13695        646
## 1137         1114        5           30  139.13824    155000   13695        814
## 1138         1640        4           30  105.48780    173000    8366          0
## 1139         1162        1           35  146.29948    170000    9260          0
## 1140         1609       13           30  113.11374    182000    8453        362
## 1141         1680       15           30   97.02381    163000    8480        602
## 1142         1679       14           30  115.24717    193500    8125       1138
## 1143         1657       14           35  114.06156    189000   14565        537
## 1144         1677        7           30  113.59571    190500    8450        472
## 1145         1737       16           35  100.74842    175000    8285        397
## 1146         1294       17           30  138.48532    179200    7153       1200
## 1147         1710       15           30  109.35673    187000    9291        426
## 1148         1617       15           30  119.35683    193000    8012        165
## 1149         1199       15           30  128.35696    153900    7892        300
## 1150          984       45           25  130.08130    128000    9100         53
## 1151          912       46           30  157.89474    144000   12968        737
## 1152          864       47           40  156.25000    135000    8100        764
## 1153          890       40           25  129.21348    115000    8450        890
## 1155          912       47           48  155.70175    142000    6768        832
## 1156         1430       34           30  134.26573    192000   19508        800
## 1157         1641       36           20   85.31383    140000   10759        190
## 1158         2683       18           30  108.08796    290000    9205        704
## 1159         2786       15           45  133.70424    372500   11025        520
## 1160         1391        4           35  140.90582    196000    4282         16
## 1161         1250        2           35  137.52000    171900    4017          0
## 1162         1245        4           35  142.97189    178000    3435         24
## 1163         1200        3           30  137.50000    165000    3180        390
## 1166         1501        9           35  119.52032    179400    2280        549
## 1167         1549        9           30  111.62040    172900    2280        550
## 1168         1638        8           45  183.15018    300000    4765       1027
## 1169         1310        7           45  217.55725    285000    4538       1004
## 1170         1419        7           45  204.36927    290000    4385        964
## 1171         1557        9           45  195.88953    305000    4109       1141
## 1173         1252        9           35  127.79553    160000    2160        510
## 1174         1404        9           35  121.08262    170000    2160        600
## 1175         1789        7           35  124.65064    223000   10646        681
## 1176         1586        9           40  107.18789    170000    2645        612
## 1177         1607        9           40  124.45551    200000    2645        813
## 1178         2393       10           50  144.17050    345000    3951        128
## 1179         1288       12           40  190.60559    245500   14963        786
## 1180         1239       13           40  175.54479    217500   11064        560
## 1181         1719       15           40  188.48168    324000   10846       1619
## 1182         1232       24           36  131.89935    162500   11120        660
## 1183         2944       31           27   50.95109    150000   24572        410
## 1184         1671       32           72  173.54877    290000   16280       1044
## 1185         1812        6           35  113.13466    205000    7500          0
## 1186         1682       38           42  103.44828    174000   10400          0
## 1187         1427       39           36  128.24107    183000   11104        828
## 1188         1740       40           30   86.20690    150000   11050        301
## 1190         1620       41           49  132.71605    215000   15387        603
## 1191         1625       43           30   86.46154    140500    9750          0
## 1192         2614       34           42   91.81331    240000   10800        956
## 1193         1464       40           30   96.31148    141000    8814        732
## 1194          912       43           40  161.18421    147000    8872        595
## 1195          925       43           35  145.94595    135000    8125        260
## 1196         1728       43           25   83.91204    145000   11072          0
## 1197         1728       43           25   82.52315    142600   13101        231
## 1198         1656       35           25   81.52174    135000    9246          0
## 1199         1670       37           42  101.79641    170000   13355        583
## 1200         2715       32           72  110.42357    299800    8963        575
## 1201         1876       34           36   98.61407    185000    9120        442
## 1202         1632       42           48  106.00490    173000    9130        400
## 1203          999       47           63  178.57858    178400   12122        867
## 1204         1978       40           35   88.97877    176000    9900        552
## 1205         1014       52           25   96.64694     98000    7785          0
## 1206          907       51           24  120.18523    109008    8593        288
## 1207          952       52           28  142.59454    135750    8475        228
## 1208         1128       45           30  137.41135    155000    8700        776
## 1209         1425       44           30  126.66667    180500   10175        490
## 1210         1165       42           42  150.12876    174900    9020        312
## 1211         1136       43           36  123.23944    140000    9200        892
## 1212         1092       44           42  132.78388    145000    8250        787
## 1213         1265       43           40  142.21344    179900    9350        633
## 1214         1350       44           30  124.81481    168500    9020        624
## 1216         1053       49           35  138.17664    145500   10007        806
## 1217         1252       49           36  113.41853    142000   10721          0
## 1218         1100       48           20  128.18182    141000   12493        419
## 1219         1118       48           35  136.85152    153000   11332        528
## 1220          720       59           18  100.69444     72500    6627          0
## 1222         1077       69           30  109.56360    118000    7420        851
## 1223          906       71           28   96.02649     87000    4882        120
## 1224         1496       48           30   94.58556    141500    9600        658
## 1226         1337       58           40  105.83396    141500    9600         32
## 1227         1661       53           36   99.63877    165500    9600        831
## 1228         1036       55           25  108.97683    112900    7584        531
## 1229         1820       43           42  110.87912    201800   13700        454
## 1230         1362       47           30  119.67695    163000   10197        288
## 1231         1144       47           30  122.33392    139950    7875        572
## 1233         1431       46           30  115.30398    165000    9150        371
## 1234         1988       42           42  114.18511    227000   14670        575
## 1235         1098       53           35  122.95082    135000    7390        902
## 1236         1144       45           25  108.39161    124000    9204         25
## 1237         1283       46           35  109.11925    140000    7763        504
## 1238         1176       51           20  116.07143    136500    8856        621
## 1239         1440       49           35  128.47222    185000    9840       1053
## 1240         1261       50           36  129.26249    163000    9120        662
## 1241         1570       50           36  106.24204    166800   13200        958
## 1242         1196       52           30  116.22074    139000    9000        616
## 1243         1392       51           30  119.25287    166000   11900       1040
## 1244         1080       50           42  125.92593    136000    9464        570
## 1245         1104       52           25  120.47101    133000   10425        774
## 1246          882       56           30  131.51927    116000   11556        148
## 1247         1152       55           30  119.35764    137500    9373        500
## 1248          950       55           25  136.84211    130000   12774        624
## 1249         1790       51           30  100.55866    180000   14250          0
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## 1255          869       60           24  103.45224     89900   10122          0
## 1256         1159       83           40   98.36066    114000    7506          0
## 1257         1558       63           30   89.85879    140000   10930        580
## 1258          672       68           28  129.31548     86900    5400          0
## 1259         1436       86           25   96.79666    139000   10836          0
## 1260         1294      108           28   82.10974    106250   10800          0
## 1261         1716       46           36   99.65035    171000    9247        319
## 1262         1044       40           30  133.14176    139000   10180        744
## 1263         1312       50           49  141.76829    186000   11355        637
## 1264         1253       48           30  125.29928    157000   10920        733
## 1265         1081       48           36  136.91027    148000   12929        697
## 1266         2069       48           49  116.96472    242000   27650        425
## 1267          910       55           35  127.47253    116000    8892          0
## 1271         1256       49           30  126.59236    159000    8000        476
## 1272         1027       46           25  122.59007    125900    8000        520
## 1273         1269       48           30  122.14342    155000    7931        374
## 1274         1320       60           36  104.54545    138000    8064        315
## 1275          984       54           42  114.32927    112500    6390          0
## 1276          832       54           36  126.80288    105500    7227          0
## 1277         1278       54           30   99.76526    127500    7200        673
## 1279         1588       53           30   94.45844    150000    7200        370
## 1280          825       54           35  132.72727    109500    7200          0
## 1281         1796       45           30   77.95100    140000    7056        400
## 1282         1611       44           36  104.22098    167900    9760        674
## 1283         1117       45           25  122.53357    136870    7590          0
## 1285          764       83           25   95.54974     73000    5232          0
## 1286         1539      104           40  102.33918    157500   10440          0
## 1287         1323       60           35   92.66818    122600    9184          0
## 1288         1360       98           25   81.61765    111000    4800          0
## 1290          672       68           20   95.23810     64000    4800          0
## 1291         1456       93           42   95.81044    139500    6000          0
## 1292         1486       98           24   79.40781    118000   11426          0
## 1295         1740       88           25   70.25862    122250    7308        360
## 1296         1027       88           42  116.84518    120000    5400          0
## 1297         1436       68           36  107.93872    155000   10800        590
## 1298          899       98           30   86.76307     78000    6756          0
## 1299         1080      118           45   87.96296     95000    5914          0
## 1301         1122       60           35  131.01604    147000   12000        144
## 1302         1499       62           30   93.39560    140000    9000        445
## 1304          928       51           30  121.22845    112500    6000        308
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## 1308         1627      108           25   85.74063    139500    9142          0
## 1309         1416       93           40  108.68644    153900   12665          0
## 1310         1450       88           56   91.03448    132000    5350        116
## 1312         1017      108           35  112.09440    114000    9143          0
## 1313         2350       88           25   55.31915    130000    9600        234
## 1314         2058       91           30   62.92517    129500    9600        319
## 1315         1540      103           45   84.02597    129400    6000          0
## 1316         1378       80           63  116.83599    161000    9600        141
## 1317         1912      103           42   85.25105    163000   10800          0
## 1318         1484       94           36   86.25337    128000    6300          0
## 1319         2153      136           40   56.66512    122000    5250        259
## 1320         1111       82           49  105.22052    116900    5700          0
## 1321         2775      115           90  117.11712    325000   13500          0
## 1323         2495      118           49   73.74749    184000   10800          0
## 1324          984       49           30  111.78862    110000    9750        200
## 1325         1795       54           25   73.25905    131500   12150          0
## 1326          882       52           25  109.97732     97000   12702          0
## 1327         1093       50           24  105.67246    115500    8516          0
## 1328         1143       80           35  120.73491    138000    7111        406
## 1330          779       78           30  102.05392     79500    9100          0
## 1331         1738       73           25   88.03222    153000    7010        175
## 1332          784       84           30  139.66837    109500    6130        784
## 1333         1210       67           35  102.47934    124000    5000        600
## 1334         1290      108           54   82.86822    106900    5870          0
## 1335         1672       68           42   98.62440    164900    6000        521
## 1336          949       84           35  125.39515    119000    6000          0
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## 1338         1497       71           42  104.87642    157000    6000        201
## 1339         1342       69           30   78.24143    105000    6000        264
## 1340         1013       82           42  111.54985    113000    5000          0
## 1341         1216       88           35   94.57237    115000    5520         68
## 1343         1136       79           28  108.27465    123000    6240         80
## 1345         1573       78           35  103.56008    162900    6240          0
## 1347         1902       85           25   64.93165    123500    6120        203
## 1349         1362       88           48   93.97944    128000    6155          0
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## 1354         1716       93           24   94.69697    162500    9144          0
## 1355         1505       68           25   96.34551    145000    9144        399
## 1356          838       90           42  155.13126    130000   10267        210
## 1357         1984       98           48   80.64516    160000    8094        196
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## 1367          825       53           35  151.51515    125000    8235        180
## 1369          759       96           40  111.98946     85000   10320          0
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## 1373         1211       40           25  110.65235    134000    8250        250
## 1374         1271       60           25  106.21558    135000   21286          0
## 1376         1355       68           35   94.09594    127500   10106        351
## 1378         1040       43           25  124.51923    129500   11200        906
## 1379         1096       30           30  143.70438    157500   13014        528
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## 1383         1034       30           48  147.96905    153000    7703        450
## 1384         1073       41           25  111.83597    120000    9981        221
## 1385         1126       24           25  134.99112    152000    7400        104
## 1388         1006       49           15   79.52286     80000    9000        288
## 1389         1228       42           30  121.62052    149350    8544          0
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## 1391         1188       52           48  155.72391    185000   14175        776
## 1392         1383       54           25  119.30586    165000   13284       1064
## 1393         1252       48           42  187.69968    235000   13500        429
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## 1399         1291       12           30  134.00465    173000    2887       1003
## 1400         2022       31           35   94.95549    192000   10005        392
## 1401         1524       29           42  160.76115    245000   20270        599
## 1404         1357       49           42  130.43478    177000   11512        719
## 1405         1079       60           35  116.40408    125600    5190          0
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## 1408         1518       68           35  171.27800    260000   19550       1035
## 1409         1674       90           42  110.51374    185000   21780          0
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## 1418         1111       67           30   85.50855     95000    9084        236
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## 1503         1440       53           16   81.94444    118000   12108        133
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## 1506         1053       70           35  113.96011    120000   12180          0
## 1508          930       55           20  106.45161     99000    9520        767
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## 1524         1316       82           36  110.18237    145000    8969        379
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## 1533         1660       74           42  113.67470    188700   11988        326
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## 1538         3447       73           72  110.53090    381000   14100        192
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## 1541         1898       52           25  124.60485    236500   26073       1116
## 1542         1640       54           42  136.58537    224000   14778        728
## 1543         1032       28           36  112.88760    116500    1879        366
## 1544         1556       28           36   97.04370    151000    1950         81
## 1545          919       82           48  137.10555    126000    7000        299
## 1546         1090       68           48  110.09174    120000    6000          0
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## 1550         1200       78           35   99.16667    119000    8155          0
## 1552          912       78           35  109.10088     99500    7392          0
## 1553         1955       50           25   84.65473    165500    9000        330
## 1562         1646        4           35  151.88335    250000    3811       1474
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## 1564         2032       12           35  147.63780    300000   23730        700
## 1565         1689        6           40  160.44997    271000   13265       1218
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## 1586         2262        5           40  134.83643    305000   12244        871
## 1587         1728        1           40  172.88831    298751   11449       1011
## 1588         1964        3           40  188.39104    370000   11447       1571
## 1592         1189       11           30  134.98738    160500    4500        864
## 1593         1200       44           20  144.16667    173000   14137        865
## 1594         1040       33           30  119.23077    124000    4224        769
## 1595         1304       32           30   88.19018    115000    2665          0
## 1596         1475       32           35   87.79661    129500    2665        318
## 1597          988       35           28  106.27530    105000    1974        501
## 1598          988       35           24   96.05263     94900    1596        437
## 1599         1160       40           30  131.46552    152500   17979        785
## 1600         1092       38           54   89.74359     98000    1477        358
## 1601          630       36           28  128.57143     81000    1890        495
## 1602          988       54           25  114.37247    113000   21750          0
## 1603          816       25           35  157.47549    128500    6490        534
## 1604          923       24           25  129.46912    119500    6951        658
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## 1609          889       24           30  154.66817    137500   12395        647
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## 1618         1470       10           36  120.40816    177000   13869        182
## 1619         1600       10           30  105.62500    169000    8773          0
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## 1621         1652        7           40  151.93705    251000    5330       1196
## 1622         1694       13           30   94.45100    160000   10147        186
## 1624         1553       11           35  115.09981    178750    7875        414
## 1625         1253       12           35  140.46289    176000    7875          0
## 1626         2299        8           30   88.73423    204000    7500          0
## 1627         1187       15           35  134.79360    160000    9556          0
## 1628         1472       16           35  108.69565    160000   10784          0
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## 1634         1179       19           40  154.36811    182000    4740        248
## 1635         1321       17           40  160.48448    212000    5118        926
## 1636         1922        2           45  196.37149    377426   14157       1249
## 1637         2541        2           40  137.45179    349265   12328        986
## 1640         1612        1           45  198.44913    319900    8035        797
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## 1644         1440       26           42  127.01389    182900   12546        678
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## 1648         1664       29           42  128.00481    213000   12299       1328
## 1649         1930       28           35   99.48187    192000   11339        758
## 1650         1969       30           42   96.49568    190000   11952          0
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## 1653         1177       23           36  128.71708    151500   11850        781
## 1654         1725       28           42  114.20290    197000   11584        315
## 1655         1353       28           30  142.16556    192350   10400        903
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## 1659         1743       39           36  100.40161    175000   11700        384
## 1660         1935       31           49  102.27390    197900   12384          0
## 1661         1324       31           42  131.41994    174000    8991        624
## 1662         1877       33           36   95.31167    178900    8000        931
## 1663         1109       36           35  125.33814    139000   10500        349
## 1664          981       36           30  146.02446    143250   10530        282
## 1665         1479       35           63  124.40838    184000    7472        626
## 1667          914       37           25  145.51422    133000    7920         81
## 1668          950       36           25  125.78947    119500    9758        412
## 1669          872       36           20  141.05505    123000    8294          0
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## 1671          914       46           28  140.04376    128000   17199        314
## 1672          864       36           24  139.46759    120500    9000        616
## 1673          767        9           35  173.40287    133000    4058        584
## 1674         1337        6           30  115.93119    155000    4113          0
## 1675         1337       10           30  132.38594    177000   10943        930
## 1676         1092       34           36  103.93773    113500    2205        312
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## 1679         1302       37           25   81.41321    106000    2016          0
## 1681          958       31           30  133.61169    128000    4928        120
## 1682         1548       31           36  100.12920    155000    2308        556
## 1683         1055       29           49  135.07109    142500    2304        632
## 1684          988       41           30  130.81984    129250    7150        725
## 1694         2046        2           50  219.94135    450000   15431       1430
## 1698         2643        1           45  143.77601    380000   13693          0
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## 1708         2956        3           40  115.69689    342000   13069          0
## 1709         2468        3           40  143.43598    354000   12099        970
## 1710         2385        4           40  146.75052    350000   14277        938
## 1711         2374        4           40  120.05055    285000   11999          0
## 1713         1614        2           35  152.23048    245700    9926       1178
## 1714         1721        2           40  135.21092    232698    9254        119
## 1716         1362        2           30  142.95154    194700    7577         20
## 1718         1302        2           30  153.60983    200000    3903       1030
## 1719         1362        2           30  151.98238    207000    6289        762
## 1720         1554        1           40  134.81338    209500    4590         24
## 1721         1554        1           40  134.81338    209500    4590         24
## 1722         1370        1           40  147.81022    202500    6442         24
## 1723         1577        2           45  177.55231    280000    7841        848
## 1724         1561        2           45  177.77066    277500    7313       1153
## 1727         1405        4           35  142.34875    200000    3242       1000
## 1729         1536        2           30  114.58333    176000   10237          0
## 1734         1326        2           30  153.09201    203000   12216        918
## 1744         1589        4           40  142.54248    226500    3621       1084
## 1746         1530        3           35  169.28105    259000   14572       1300
## 1747         1119        3           35  168.45398    188500   16219        779
## 1748         1374        3           35  127.36536    175000   11084        192
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## 1752         1394        4           35  118.72310    165500   11950          0
## 1753         1948        4           35  108.31622    211000    7875          0
## 1755         1995        5           35  110.02506    219500    8740        574
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## 1759         1690        7           30  110.65089    187000    9487        520
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## 1762         2551       10           40  150.72521    384500   12191       1181
## 1763         2285        7           40  108.53392    248000   11000          0
## 1764         2633        6           50  177.17433    466500   11400       1282
## 1765         3078        9           45  133.20338    410000   10557        672
## 1766         2582        9           40  124.90318    322500   11002       1048
## 1767         2385        9           35  105.66038    252000   10790          0
## 1769         2013       11           35  134.02385    269790    9920        862
## 1770         2398       11           35  131.67223    315750   11787        719
## 1772         2531       12           40  114.57922    290000   12257         56
## 1773         3228       15           40  133.20942    430000   12692       1231
## 1774         2202       15           40  119.43688    263000   11762        335
## 1775         2538       11           40  130.02364    330000    9044       1225
## 1778         1905        1           45  167.97900    320000   11670          0
## 1779         1464        0           40  193.25273    282922   15256        929
## 1780         1534        1           40  140.15645    215000   10612         28
## 1782         1636        1           40  155.86797    255000   13501         63
## 1787         1588        1           40  142.94710    227000   10000          0
## 1788         1538        2           40  169.05072    260000    8847        769
## 1790         1506        2           35  165.33865    249000    8251        778
## 1791         1694        3           40  181.22786    307000   10084       1369
## 1792         1977        1           35  126.45422    250000    9605          0
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## 1798         1959        1           40  137.82542    270000    9000          0
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## 1811         1721       13           30  116.79256    201000    8462        814
## 1812         1820       14           30  105.35714    191750   11613        480
## 1813         1349        7           35  132.69088    179000    8450          0
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## 1815         1575       15           30  113.77778    179200    8012        430
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## 1818         2020       30           25   71.28713    144000    8400          0
## 1819          894       30           25  135.06711    120750    6285        138
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## 1821         1057       45           25  124.88174    132000    7420        417
## 1822          999       45           35  132.63263    132500    7758        588
## 1823         1120       46           20  115.17857    129000    6970        932
## 1825         1040       39           35  139.42308    145000    7476        812
## 1826          988       46           25  130.06073    128500    9945        827
## 1827          902       40           30  139.13525    125500    6173        599
## 1828         2503       17           35  119.85617    300000   19522        727
## 1829         2167       33           49  135.67144    294000   17542        125
## 1830         1037       33           25  124.39730    129000   10751        787
## 1833         2810       17           40  107.47331    302000    9572        482
## 1834         2872       15           40   99.23398    285000   10678        700
## 1835         1378        3           40  155.29753    214000    4379        851
## 1843         1501        8           30  117.58827    176500    2280        565
## 1844         1458        8           30  120.71331    176000    3230        419
## 1845         1512        7           30  111.44180    168500    2117        420
## 1846         1573        7           30  112.52384    177000    2117        417
## 1847         1525        7           30  116.06557    177000    2117        436
## 1848         1102        3           35  135.02722    148800    5105        239
## 1849         1441        8           40  120.74948    174000    2645          0
## 1850         1950       10           35  122.56410    239000    7399        649
## 1851         1358        8           35  150.22091    204000    7321          0
## 1852         2048        4           40  146.97266    301000    8010        964
## 1853         2362        9           40  132.30313    312500    8413        901
## 1854         1494       13           40  187.21553    279700    9466        457
## 1855         2362       27           42  107.95936    255000   12000       1732
## 1856         1432       29           35  135.47486    194000   16157        680
## 1857         1437       31           40  151.70494    218000   10768       1157
## 1858         1295       29           48  165.05792    213750    3840        881
## 1859         1855       31           42  100.80863    187000    9600          0
## 1860         1262       31           48  143.81933    181500    9600        978
## 1861         2497       26           40  149.37926    373000   17778       1632
## 1862         2620       30           25   72.51908    190000   18890        498
## 1863         1929        6           35  117.15915    226000    7050        738
## 1864         1152       39           36  124.52257    143450   11700          0
## 1865         2411       37           36   99.56450    240050    8000        915
## 1866         1082       38           36  150.18484    162500    8723        973
## 1867         1295       39           30  126.64093    164000   11700        910
## 1868         1610       35           49  114.90683    185000   11358        346
## 1869         1594       14           42  118.25596    188500    9547          0
## 1870         2075       14           42  122.89157    255000   10530        819
## 1871         1680       31           30   81.49107    136905   11500          0
## 1872         1093       41           42  145.01372    158500   10738        792
## 1873         1242       34           42  141.30435    175500    9600        916
## 1874         1052       44           30  120.72243    127000   10800        617
## 1875         1107       40           30  114.72448    127000    8050        474
## 1876         1214       40           25  117.79242    143000   10355        695
## 1877         1073       42           35  145.38677    156000   10289        836
## 1879         1728       43           20   68.86574    119000   10624         40
## 1880         1224       43           20   84.15033    103000   10899          0
## 1882          958       47           48  158.14196    151500   12772        498
## 1883         1065       47           25  118.77934    126500    8892          0
## 1884         1138       49           48  127.41652    145000   10482        507
## 1885          912       49           35  131.57895    120000    7535        111
## 1887          882       48           35  120.74830    106500    8339          0
## 1888         1187       46           25  118.36563    140500   14357        311
## 1889          964       46           35  142.63485    137500    8243        700
## 1890          894       47           35  131.54362    117600    8680          0
## 1891         1200       41           42  136.25000    163500    8800        654
## 1892         1042       42           30  154.51056    161000    9200        494
## 1894         2154       43           42  104.22470    224500    8800        414
## 1895         1374       43           30  106.98690    147000   11382         54
## 1896         1652       48           42  121.06538    200000   22002       1386
## 1897         1429       47           36  127.29181    181900   14585        594
## 1898         1327       48           30  113.60211    150750    7388        405
## 1899         1224       45           20   83.16993    101800    9842          0
## 1900          932       57           30  133.04721    124000    8280          0
## 1901          908       67           35  152.53304    138500   12172        130
## 1903          666       61            9   96.84685     64500    5000        299
## 1904          670       62           15   95.52239     64000    3500        144
## 1905          808       49           40  138.61386    112000    5175        150
## 1906         1977       43           36   83.45979    165000    9500        442
## 1907         1150       52           30  125.21739    144000    9600        368
## 1908         1920       59           25   71.35417    137000   11345        220
## 1909         1376       66           25   76.30814    105000    9492        368
## 1910         1644       65           35   89.11192    146500    9480        386
## 1911         1560       39           25   80.76923    126000    8668          0
## 1912         1280       41           30  136.71875    175000   10050        602
## 1913         1254       46           30  126.39553    158500    9600        600
## 1914          912       49           25  125.54825    114500   10150        456
## 1915         1524       49           25   94.48819    144000   11344        460
## 1917          936       50           42  150.64103    141000    8760        873
## 1918         1008       51           30  129.96032    131000    6860        908
## 1919         1053       44           35  134.94777    142100    8250        288
## 1920         1056       49           30  131.62879    139000    8176        846
## 1921         1442       49           36  109.50069    157900    9750        608
## 1922         1056       53           35  132.00758    139400    9250        480
## 1923         1244       50           36  120.57878    150000   11988        777
## 1924         1144       47           25  104.89510    120000    9100          0
## 1925         1721       50           36  101.59791    174850    9736        668
## 1926          922       50           25  125.81345    116000    9770        512
## 1927         1048       51           25  128.81679    135000   10152        586
## 1928         1657       37           18   98.67230    163500   12155       1237
## 1929         1411       52           30   92.13324    130000   12198        780
## 1930         1216       52           25  106.49671    129500   10050        288
## 1931         1154       54           45  123.05026    142000   11556        408
## 1932         1560       49           25   82.43590    128600    8078          0
## 1933          948       55           36  131.85654    125000   10950        441
## 1934         1040       54           42  130.76923    136000    7942         85
## 1935         1008       54           35  133.43254    134500    8923        643
## 1936          925       51           40  137.29730    127000    8540        114
## 1938         1540       52           16   74.67532    115000    7150        150
## 1939          925       52           25  126.37838    116900    8400        793
## 1940          928       51           35  142.24138    132000   13300        377
## 1942          924       55           25  121.75325    112500   15783        292
## 1943         1544      117           28   89.37824    138000   14190          0
## 1944          893       58           35  151.17581    135000    9600        220
## 1945         1216       54           30  128.28947    156000   12099        198
## 1947         1034       67           30  105.41586    109000   10134          0
## 1948          882       51           24  117.00680    103200    5500          0
## 1950          968       80           24   66.63223     64500   10800          0
## 1951         1534      112           45   96.47979    148000   10800          0
## 1953         1651       44           35  104.17929    172000   10090        242
## 1955          952       39           36  134.97899    128500    8300        952
## 1956         2080       38           25   64.90385    135000   11606        650
## 1957          924       58           35  133.00866    122900    8064          0
## 1958         1082       59           30  110.16636    119200   11664        336
## 1959         1846       58           36   77.46479    143000   10496        196
## 1960          988       57           35  120.44534    119000    7200        534
## 1962          864       57           40  149.30556    129000    7200        398
## 1963         1134       47           35  119.04762    135000    7000        588
## 1964         1040       48           35  146.15385    152000    7500        574
## 1965         1170       49           30  119.65812    140000    7315        625
## 1966         1242       47           25  122.38325    152000    7903        739
## 1967         1377       47           25  113.65287    156500    8000       1098
## 1968         1800       46           20   78.33333    141000    8000          0
## 1969          925       46           30  107.02703     99000    7000          0
## 1970         1851       43           48  101.02647    187000    9760        536
## 1971         1812       45           25   93.54305    169500    7590        540
## 1972          864       45           25  145.25463    125500    6600        110
## 1973          936       45           25  138.88889    130000    6760        734
## 1974          960       81           35  107.29167    103000    6978          0
## 1976         1296       80           36   98.37963    127500    6000        276
## 1977         1022       85           25   87.57339     89500    4480        782
## 1978          936       27           25  149.57265    140000    7200        936
## 1979          967       87           30  103.30920     99900    3153          0
## 1980         1047      122           28   95.51098    100000   10800          0
## 1981         1072       67           40  121.26866    130000    7200          0
## 1982         1174      107           40  114.99148    135000    9000        130
## 1983         1183       59           21  101.43702    120000    6000        331
## 1985         1141      107           24   74.49606     85000    5925        122
## 1986          960       87           16  113.02083    108500    6000        250
## 1987         1798      107           32   76.19577    137000    9639          0
## 1988          866       62           45  127.59815    110500    3880        329
## 1989          968       84           30  103.30579    100000    8520          0
## 1990         1772       97           72  104.34537    184900   10337          0
## 1992         1472       82           40   84.91848    125000    9600          0
## 1993         1232       97           35   92.53247    114000    4571        168
## 1995         1650       97           48   87.33333    144100    8398        259
## 1996         2210      127           24   53.16742    117500    9900          0
## 1998         2454      128           56   75.38712    185000   13500          0
## 2000         1616       81           42   94.05941    152000    5400        370
## 2002         2554      117           56   62.45106    159500   10800          0
## 2003         1248       77           25   69.71154     87000    9439        324
## 2004          968       51           24  107.95455    104500    8626          0
## 2007         1435       57           30   89.37282    128250    8674        910
## 2009         1635       84           42  128.44037    210000    8737        300
## 2010         1274       68           35  105.96546    135000    6125        306
## 2011         1232       68           36  103.89610    128000    6000        276
## 2012         1218       66           36  107.55337    131000    6000        375
## 2013          884       68           35  127.82805    113000    6120          0
## 2014         1409       69           30   89.42512    126000    6240         52
## 2015         1322       68           40   99.84871    132000    6240         48
## 2016         1426       77           35   92.39130    131750    6240          0
## 2017         1281       81           30  103.43482    132500    6120        351
## 2018         1513       87           40   90.87905    137500    6120          0
## 2019          854       78           56  154.56674    132000    6120          0
## 2020         1367       76           36   93.26993    127500    6240        425
## 2021          986       81           30  103.44828    102000    6180          0
## 2022         2264       89           48   88.33922    200000    7755          0
## 2023         1824       88           36   98.95833    180500   13515          0
## 2024         1376       87           42  119.91279    165000    8850          0
## 2025         1316       81           25   68.38906     90000    8550          0
## 2026         1396       92           42  110.01074    153575    8730          0
## 2027         1344       78           42  104.16667    140000    5700        336
## 2028         2526       91           42   53.84006    136000    8520        168
## 2029         1173      106           20   96.33419    113000    5680          0
## 2030         1214      106           15   96.37562    117000    5680          0
## 2031         1818       76           28   93.23432    169500    7758        224
## 2032         1108       77           49  125.81227    139400    7449          0
## 2033         2294       44           36   88.27376    202500   13200        375
## 2034         1355       93           42   93.72694    127000    6882          0
## 2035         1375       70           36  102.54545    141000    9000          0
## 2036         1952       57           63  108.76025    212300    9780        354
## 2037         2180       92           30   73.85321    161000   10320        375
## 2039         1111       87           35   90.90909    101000    7200          0
## 2040         1196       91           28   91.88963    109900    4800        197
## 2041          854       66           30  150.46838    128500   12358        360
## 2042         1889       97           28   64.58444    122000   10120          0
## 2043          840       77           35  103.57143     87000    4388        116
## 2045         2267       70           56   96.60344    219000   12888        288
## 2047         1134       67           30  111.11111    126000    8160        312
## 2048         1282       65           30   84.63339    108500    4484        485
## 2049          999       44           25  130.13013    130000   11235        925
## 2051         1005       43           12  114.82587    115400   14299        513
## 2052         1029       46           20  115.16035    118500    7943        903
## 2053         1020       43           40  161.76471    165000   14149         68
## 2054         1040       41           20  118.26923    123000   11677        249
## 2055          913       41           30  141.29244    129000    8400        187
## 2056          894       41           25  139.82103    125000    7094        180
## 2057          948       39           25  113.92405    108000    8978          0
## 2058          868       36           30  138.13364    119900    8425        748
## 2059          897       39           25  128.20513    115000    8665        168
## 2060          943       40           25  142.62990    134500    8398        114
## 2061          955       41           35  132.98429    127000    7742        763
## 2062          894       39           25  144.29530    129000    8724        492
## 2063         1285       30           30  111.67315    143500    8197          0
## 2064          912       41           35  141.44737    129000    8169        216
## 2065         1375       51           25  136.00000    187000   14175        386
## 2067         1416       89           35   79.09605    112000   25339          0
## 2068         1302       67           56  126.92012    165250    6960        258
## 2069         1299       53           30  115.47344    150000   11375        736
## 2070         1176       49           30  116.49660    137000   13770        190
## 2073         1522       23           30  119.57950    182000   11075        299
## 2074         2060       19           30  102.42718    211000   10029        831
## 2075         1325       59           35  163.01887    216000   17541        300
## 2079         2158       57           42  112.60426    243000   12615        477
## 2080         1626       53           36   94.71095    154000   10512        491
## 2081          864       49           25  136.57407    118000    5400        453
## 2084          605       87           28  142.14876     86000    9098        348
## 2085         1038       23           30  125.24085    130000    3869        283
## 2086         1342       56           30   93.14456    125000    9280        557
## 2087         1480       56           30   92.22973    136500   11100       1080
## 2088         1362       87           20   70.48458     96000    7550          0
## 2089         1340       50           30   89.55224    120000    9060          0
## 2091         1442       17           35  124.75728    179900   10357        738
## 2092         2243       17           35  100.31208    225000   13474        700
## 2093         2730       21           35  110.25641    301000   10380         28
## 2094         2127       16           35  111.89469    238000   13125         48
## 2095         1982       18           42  115.28759    228500   11287        421
## 2096         1958       13           35  112.35955    220000    9317        497
## 2107         1240        1           35  156.45161    194000    8556          0
## 2109         1546        2           35  140.36223    217000   11750         20
## 2110         1500        1           40  141.99933    212999    8760         36
## 2111         1270        2           35  138.50394    175900    7242          0
## 2112         1795        2           35  106.40669    191000    9316          0
## 2113         1314        1           30  134.27093    176432    9317         24
## 2114         2062       19           35  134.33560    277000   14364       1065
## 2115         1873       19           35  110.51789    207000    8883        608
## 2117         1953       15           30  122.88786    240000   53107        985
## 2118         2087       41           48   89.84188    187500   12205        568
## 2119         1743       31           48  160.06885    279000   20064         51
## 2120         1022       13           25  136.49706    139500   14217        550
## 2121          990       13           25  127.27273    126000    8775        495
## 2122         1200       12           30  147.91667    177500   11249        334
## 2123         1308       10           36  133.79205    175000   10021        539
## 2124         1796        9           30  117.48330    211000    9531        706
## 2125          990       13           35  147.47475    146000    8428        420
## 2126         1097       11           25  134.82224    147900   16561        549
## 2127          990       13           20  124.84848    123600    8070        588
## 2128         1786       10           30  114.64166    204750    9337        648
## 2129         1873        8           35  125.73412    235500   10820        342
## 2130         1753        9           35  123.78779    217000   12352        638
## 2131         1690        6           35  112.75148    190550    9543          0
## 2132         1842        7           35  118.07818    217500    8826        841
## 2133         1479        4           35  152.80595    226000   10665       1013
## 2134         1668        4           35  107.91367    180000   11317          0
## 2135          894       33           25  146.53244    131000   11800        663
## 2136         1025       31           25  149.75610    153500    8660        502
## 2137         1009       30           35  158.57284    160000    9720        755
## 2138         1040       30           25  129.71154    134900    8982        539
## 2139          907       30           20  143.32966    130000   16300         60
## 2140          879       32           30  136.51877    120000    9675        330
## 2141          882       35           25  127.55102    112500    7700        138
## 2142          969       32           30  125.90299    122000   10356        716
## 2143          864       35           25  146.99074    127000    7200        671
## 2144          875       35           32  133.71429    117000    7200        385
## 2145         2000        3           40  152.95000    305900   10386       1464
## 2146         2169        5           40  105.34809    228500    9375          0
## 2147         1673        7           35  161.38673    270000   11354       1412
## 2148         1459        5           35  131.59698    192000    8749          0
## 2149         1932        4           35  110.24845    213000    8749        654
## 2150         1729        5           35  115.67380    200000    8158          0
## 2151         2452        9           40  108.89070    267000   16226        281
## 2152         1592       13           40  143.21608    228000   11927        408
## 2153         2439        6           40  112.75113    275000   12728       1198
## 2155         1668        5           45  170.86331    285000   11248       1059
## 2156         2090       12           40  114.83254    240000   10000       1079
## 2157          848        4           30  155.07075    131500    4435        659
## 2158         1341        8           40  184.11633    246900   17227        915
## 2159         1928        4           35  113.84855    219500    8200          0
## 2160         1337        4           35  138.36948    185000    8450        699
## 2162         1797        1           35  118.80913    213500    9245          0
## 2163         1422        3           35  126.30098    179600    8500          0
## 2164         1190        2           35  145.79832    173500    8769        709
## 2166         1491        1           35  113.12877    168675    8333          0
## 2167         1536        2           25  108.72396    167000    9045          0
## 2168         1214       42           35  115.32125    140000    9170        698
## 2170         1088       44           24  101.10294    110000    8308        132
## 2171          960       42           20   98.69792     94750   10921        520
## 2172         1351       82           30   90.30348    122000   16287        130
## 2174          816       17           30  145.22059    118500   11841        816
## 2175         1044       31           36  127.87356    133500    6285        504
## 2176         1113       31           42  132.97394    148000    7917        751
## 2177         2233       28           30   63.14375    141000    9555          0
## 2179         1090        2           25  144.03670    157000    7024        980
## 2180         1408        2           25  121.80398    171500    7023        611
## 2183         1072        2           30  130.59701    140000    3675        467
## 2184          960       48           35  137.23958    131750    6400         77
## 2185         1152       52           12   53.38542     61500    6882          0
## 2186          948       53           20  117.08861    111000   10215        492
## 2188          774       76           18  102.06718     79000    4270        544
## 2189          865       87           48  125.43353    108500   10042        144
## 2192          768       52           20  162.76042    125000    8172        544
## 2193          864       52           20   91.75347     79275    8172        682
## 2194          948       53           24  125.52743    119000    8190        732
## 2197         1502       84           42  109.85353    165000   10592          0
## 2198          789       81           25  122.30672     96500   10594          0
## 2199         1422       81           25   95.99156    136500    7223        319
## 2200         1298       86           42  112.86595    146500    6821        113
## 2201         1768       70           35   98.98190    175000    7200        569
## 2202         1098       77           56  135.24590    148500    4000        246
## 2203         1436       86           42   98.53760    141500    6720          0
## 2204         1426       89           56  133.20477    189950    7642          0
## 2205         1461       81           48   92.40246    135000    7155          0
## 2206         1646       66           35   99.63548    164000    7128        364
## 2207          694       94           30  130.18732     90350    4280        365
## 2208         1250       97           30  111.20000    139000    5362          0
## 2209          954       69           35  125.52411    119750    6305          0
## 2210         1958       61           36   74.05516    145000    7136        484
## 2211         2002       58           30   72.42757    145000    6270        284
## 2212         1718       80           49  138.53318    238000    7230          0
## 2214         2624       89           36   91.08232    239000   22420       1128
## 2216         1755       77           24  107.12251    188000    7810        189
## 2217         1991       75           42  110.49724    220000   11275        297
## 2218         1355       66           25  103.32103    140000    6221        533
## 2220         2320       62           48  111.85345    259500    7259        774
## 2221         1839       50           42  140.02175    257500   14442       1186
## 2222         1740       67           42  126.14943    219500   13125        410
## 2224         1560       47           24  128.84615    201000   25485        540
## 2225         1488       39           36  144.48925    215000   21579        813
## 2226         1045       27           36  118.56459    123900    1782        330
## 2227         1680       12           20  101.19048    170000   17871          0
## 2228         1020       19           40  196.07843    200000    3907        577
## 2229         1696       36           35  116.74528    198000   20693        434
## 2231         2726       21           40  115.55393    315000   18044          0
## 2232         1517       88           35   75.80751    115000    8500          0
## 2233         1215       67           42  116.04938    141000    7000        375
## 2234          803       66           30  108.34371     87000    5000        116
## 2235         1601       82           35   81.10556    129850    7288          0
## 2236         1123       68           20   89.04720    100000    6060          0
## 2238          816       85           35   92.15686     75200    3672          0
## 2239         1012       87           30  116.99605    118400    8263          0
## 2241         1558       57           25   97.56098    152000   13710        420
## 2247         1625        1           40  144.61538    235000    4750       1573
## 2248         1299       28           36  141.26251    183500   12150       1001
## 2249          912       29           36  171.05263    156000    7540        773
## 2250         1080       24           30  124.07407    134000    9187        336
## 2251         1392        5           25  154.45402    215000   10000        585
## 2252         1409        5           35  173.88219    245000   12864       1392
## 2253         1478       16           35  142.08390    210000    9928       1239
## 2254          918       32           42  161.22004    148000    8750        224
## 2255         1026       33           36  139.37622    143000    8410        924
## 2256         1501       20           42  162.55829    244000    4054        949
## 2257         1502        9           35  219.70706    330000    9763       1102
## 2258         1328       48           30  128.01205    170000   16905        967
## 2259         2279       49           48  112.76876    257000   19958          0
## 2262         1484        1           40  179.17790    265900    9037        428
## 2265         1240       22           49  140.32258    174000   10331        215
## 2266         1717       17           35  109.20210    187500   13758        902
## 2267         1756       11           30  116.17312    204000    9303        742
## 2268         1312        6           40  137.57622    180500    6718        250
## 2269         1146        4           35  163.61257    187500    9590        786
## 2270         1922        5           40  146.72216    282000   11305       1329
## 2271         1491       11           30  119.38296    178000    7777          0
## 2272         1629        5           40  165.74586    270000   14536       1300
## 2273         2486        4           35  112.59051    279900   11800        766
## 2274         1572       44           20  118.76590    186700   35133       1159
## 2277         2482        2           40  113.30097    281213   12665          0
## 2280          936       11           30  149.57265    140000    6710         16
## 2281         1040       44           20  127.16346    132250   25286        633
## 2282         1632       40           20   87.62255    143000   25000          0
## 2283         1622       46           16  103.57583    168000   32463       1159
## 2284         1060       31           35  122.54717    129900    4224        840
## 2285         1142       31           25  117.33800    134000    4224        874
## 2286         1092       35           16   78.29670     85500    1504        252
## 2287          992       37           20  107.35887    106500    1533        503
## 2288         1092       37           24   85.98901     93900    1495        384
## 2289         1092       37           20   68.68132     75000    2001          0
## 2290          630       37           24  134.12698     84500    1936        131
## 2291         1092       31           12   68.85531     75190    1890          0
## 2292         1062       31           30  138.22976    146800   11333        539
## 2293         1008       30           25  152.28175    153500    9129        923
## 2294         1356       30           36  138.64307    188000   15957       1148
## 2296         1432       30           35  109.63687    157000    8286        531
## 2297          796       36           35  173.36683    138000    6723        796
## 2298          768       37           35  168.61979    129500    7244        619
## 2300          845       25           24  153.25444    129500    7599        565
## 2301         1178       31           30  114.60102    135000   11000       1090
## 2302          816       25           35  152.57353    124500    8314        546
## 2303          816       24           35  170.34314    139000   11625        596
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## 2306         1293       52           30  115.93194    149900   11027        468
## 2307         1024       50           36  153.80859    157500   10533        773
## 2308         1797       49           25   94.04563    169000   11765       1127
## 2310         1851       37           42  103.78174    192100   11727          0
## 2311         1525        9           30  120.32787    183500    8238        700
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## 2315         1776       10           30  113.73874    202000    9783          0
## 2316         1511        9           30  122.43547    185000   11207        714
## 2319         2064        1           40  121.12403    250000   13128          0
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## 2323         2687       12           40  100.48381    270000   13108          0
## 2324         1169       13           36  156.97177    183500    8076        705
## 2325         1501       13           30  110.32645    165600    7685        518
## 2326         1632        8           35  108.14951    176500    9084          0
## 2327         1204       19           40  107.97342    130000    3701          0
## 2328         1767       19           49  135.25750    239000    5306        495
## 2329         1742       21           40  157.86452    275000    6563       1148
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## 2339         1056       51           25  137.31061    145000   34650       1056
## 2340         1714        1           45  185.53092    318000    8147       1191
## 2342         2000        1           45  235.00000    470000   18261       1416
## 2343         1621       22           49  124.92289    202500   14145        213
## 2344         2183       18           35  104.90151    229000   13837       1002
## 2345         2263       29           49  103.84445    235000   16659        795
## 2346         1574       30           30  120.71156    190000   18800        712
## 2347         1102       26           36  153.35753    169000   10464        850
## 2348         1872       18           35  129.00641    241500   10400        929
## 2349         1857       28           35  101.72321    188900   10530          0
## 2350         1686       26           36  123.07236    207500   10240        625
## 2351         2784       28           35   89.79885    250000   16692        790
## 2352         1552       31           36  115.91495    179900   11475        550
## 2353         1083       30           35  158.81810    172000    9927       1005
## 2355         1875       31           36   98.40000    184500   10530        548
## 2356         1074       31           30  142.92365    153500   10140        788
## 2357         1664       30           35   97.89663    162900   10140        194
## 2358         1309       32           36  138.27349    181000   10140        663
## 2359         1103       32           36  140.52584    155000   10000        755
## 2362          858       35           16  102.56410     88000    8125        614
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## 2364         1419        4           30  133.89711    190000    8773        951
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## 2375         1387       39           35  104.54218    145000    7514        373
## 2376          900       39           25  136.66667    123000    7838        769
## 2377         1055       30           49  130.33175    137500    2280        120
## 2378         1456       30           30   98.90110    144000    2179         70
## 2379         1980        2           45  159.09091    315000   16737       1447
## 2382         1618        2           40  155.74784    252000   16163          0
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## 2386         1850        2           45  176.21622    326000   16033       1261
## 2388         2452        2           40  126.01958    309000   13418          0
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## 2399         1780        2           45  212.35955    378000   14828       1383
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## 2404         1364        1           35  136.25367    185850    7052        659
## 2405         1565        1           45  180.51118    282500    5911        472
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## 2428         1506        1           35  141.75963    213490    3013         16
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## 2440         1671        6           30  103.53082    173000   10852        786
## 2442         2291        7           35  100.39284    230000    8738          0
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## 2444         1976        8           40  144.73684    286000    9660        791
## 2445         2234        6           40  134.28827    300000    9545        505
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## 2447         2855        6           45  141.85639    405000    9233       1182
## 2448         1924        8           40  145.53015    280000   12011        956
## 2450         2726       11           40  128.39325    350000   10019        527
## 2451         3500       13           45  167.00000    584500   17242        292
## 2452         2494       12           40  128.70890    321000   10236        380
## 2453         2526       12           40  114.80602    290000   10120        740
## 2454         2799       13           40  112.54019    315000   12585        247
## 2459         1616        1           35  143.56436    232000    8688          0
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## 2480         1731       14           30  143.55864    248500    9370        758
## 2481         1398       16           30  123.03290    172000    7175        904
## 2482         1217       15           30  124.07560    151000    7175        278
## 2483         1320       12           30  113.63636    150000    9019        274
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## 2488         1654       29           36   72.24909    119500    8927          0
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## 2491          984       41           25  128.04878    126000    9308        554
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## 2494         1024       41           30  118.04199    120875   13052        712
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## 2497         1236       45           35  109.22330    135000    6993        465
## 2498          941       39           30  137.30074    129200    8789        659
## 2500         2417       15           40  107.57137    260000   16059          0
## 2501         2826       14           40  118.18825    334000   11025       1118
## 2503         2295       14           35  116.77560    268000   13346        728
## 2504         1624       12           40  161.33005    262000   12461       1456
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## 2506         1247        1           40  157.97915    197000    3316       1039
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## 2508         1143        1           35  128.95888    147400    2544          0
## 2509         1143        1           35  131.14611    149900    2544          0
## 2511         1524        6           30  108.92388    166000    2998        353
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## 2513         1382        6           35  119.39219    165000    2651        641
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## 2517         1494       11           40  180.72289    270000    9549        437
## 2518         1208       29           36  136.58940    165000   11250        767
## 2519         1235       26           40  173.27935    214000    3760       1009
## 2520         1036       26           40  181.46718    188000    3640        860
## 2521         1226       26           40  154.97553    190000    3874        807
## 2522         1226       28           40  138.66232    170000    3876        652
## 2523         1842       25           45  209.01194    385000   50271       1810
## 2524         1193       34           30  122.79966    146500   13110        962
## 2525         1920       38           42   88.54167    170000   10192          0
## 2526         2156       38           49  121.75325    262500   20781        297
## 2527         1416       38           36  127.04802    179900   11700        404
## 2528         2654       38           42   94.19744    250000   11029        619
## 2530         1334       39           42  123.31334    164500   10140        553
## 2531         1164       37           35  120.27491    140000    9600          0
## 2532          980       39           25  138.26531    135500    9750        400
## 2533         1051       38           25  135.10942    142000    9600        758
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## 2538         1051       40           25  118.36346    124400    9759        799
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## 2548         1440       42           30  109.37500    157500    9350        360
## 2549         1095       48           30  127.85388    140000   10382        513
## 2551         1248       46           35  121.39423    151500   10800        632
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## 2553         1008       52           30  135.91270    137000   11425        486
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## 2576         1383       46           30  105.02531    145250   11600        565
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## 2578         1370       50           30  108.02920    148000   10000        678
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## 2588         1005       50           25  132.83582    133500   11050        488
## 2589         1056       51           30  118.37121    125000   13600        144
## 2590          884       55           30  160.63348    142000   15428        741
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## 2700         1921       42           30   78.08433    150000   11136          0
## 2703         1032       71           35  121.12403    125000    8250          0
## 2704          879       70           15   91.01251     80000    5220          0
## 2705         1073        2           35  146.31873    157000    5500        510
## 2706         1382       43           20  107.09117    148000   11235        547
## 2707         1296       39           20   69.44444     90000   10791          0
## 2708         1068       43           48  144.66292    154500    8414        663
## 2709         1064       39           30  144.36090    153600   11327        779
## 2711          934       42           42  141.32762    132000   10366        456
## 2713         1159       38           25  136.32442    158000   11553        673
## 2714         1400       28           42  106.78571    149500    7844        209
## 2715         1458       39           25  113.16872    165000    9535        194
## 2717         1040       28           36  154.32692    160500    7176        794
## 2718         1967       29           20   79.56279    156500    9662          0
## 2719         1949       29           20   80.55413    157000    8235        483
## 2720         1920       48           25   89.84375    172500   13650         57
## 2724          960       41           36  151.04167    145000   10246        648
## 2726         1830       39           42  151.91257    278000   20355        810
## 2727         1000       43           30  164.00000    164000   13050        104
## 2728         2287       53           28   98.38216    225000   15593        603
## 2729          810       35           35  160.49383    130000   10820        535
## 2730          894       32           25  159.39597    142500   13350        762
## 2731         1560       26           35   95.12821    148400    1700        397
## 2733         1350       52           20  108.14815    146000    9375        799
## 2735         2008       58           40  112.05179    225000    7800        603
## 2737         2009       78           42  116.97362    235000   19950          0
## 2738         3672       71           48  113.01743    415000   19800        425
## 2740         1488       54           30   90.72581    135000   12048          0
## 2741         1057       51           40  129.61211    137000   10519          0
## 2742         1855       52           24   73.80054    136900    9525        444
## 2743         1609       53           30   93.16346    149900    9525        468
## 2744         1148       54           35  107.57840    123500    6420        210
## 2746         1456       58           15   62.84341     91500    7585          0
## 2747         1298       21           30  138.67488    180000   11200       1258
## 2749         1911       13           40  112.50654    215000    9554        380
## 2750         1440       13           48  155.90278    224500    9069        261
## 2759         1734        1           35  149.94233    260000   11645       1300
## 2762         1614        1           35  139.40520    225000    9316         56
## 2763         1596        1           35  113.40852    181000    9316          0
## 2765         1582       42           25  120.10114    190000   36500        812
## 2766          988       37           30  182.18623    180000   21453        938
## 2767         1533       31           35  182.64840    280000   70761        655
## 2769          914       10           25  161.92560    148000    8846        298
## 2770         1100       10           30  131.81818    145000   13015          0
## 2771         1499       11           30  124.74983    187000   12438          0
## 2772         1425        8           35  135.43860    193000    8685        846
## 2773          990       11           25  157.57576    156000   13568        716
## 2774         1525        6           35  154.09836    235000    9100       1400
## 2775         1494        9           30  145.24766    217000    9236       1200
## 2776         1588        7           35  134.76071    214000   10264       1162
## 2777         1749        7           35  112.06404    196000    9272        500
## 2778         1779        7           35  121.97864    217000   13426        894
## 2779         1861        4           35  107.46910    200000   13450        700
## 2780         1776        4           35  108.38964    192500   14006          0
## 2781         1541        5           35  133.03050    205000   13704          0
## 2782          954       30           25  138.88889    132500   10780        483
## 2783         1388       29           36  113.47262    157500    8340        509
## 2784         1282       28           36  135.72543    174000   10385        595
## 2785          971       37           30  132.33780    128500    9920        523
## 2786          864       34           35  148.72685    128500    9560        360
## 2788          864       34           40  138.77315    119900    7200        437
## 2789         1320       13           30  103.78788    137000    3612        338
## 2790         1989        4           40  128.20513    255000   11367        932
## 2791         1762        4           35  125.99319    222000    9930        456
## 2792         1755        7           30  121.93732    214000    9468        639
## 2793         1358        4           40  162.00295    220000   11088        872
## 2794         1787        5           40  153.88920    275000   14781          0
## 2795         1909        4           35  103.19539    197000    8726          0
## 2796         1654        4           35  139.05683    230000    8125        986
## 2797         2214        7           40  121.27371    268500   10566        920
## 2798         2049       10           35  102.92826    210900   21533          0
## 2799         1939        8           35  117.07065    227000   11250        796
## 2800         1995       11           35  118.79699    237000   11250        685
## 2801         2097        8           42  130.80591    274300    9750        975
## 2802         1836        2           35  118.10294    216837    9100         24
## 2803          848        3           30  156.83962    133000    4435        717
## 2804          848        2           30  183.84434    155900    4435        662
## 2806         1390        3           35  148.92086    207000    8810       1000
## 2807         1948        2           35  100.10267    195000   12393          0
## 2808         1700        3           30  117.64706    200000    9135        340
## 2810         1611        1           35  121.53942    195800    8400          0
## 2812         1720        2           35  114.24419    196500   11645          0
## 2818         1466       47           20  102.25102    149900   17755        176
## 2819         1220       55           20   83.60656    102000    8877        836
## 2820         1012       31           30  125.98814    127500    7840        976
## 2821          980       31           30  130.10204    127500    9400        945
## 2823         1724        3           35  113.97912    196500    7162          0
## 2824          914        4           30  128.28228    117250    8050        475
## 2825         2314        3           35   98.96283    229000   11060          0
## 2826         1072        1           25  135.26119    145000    3675        547
## 2834          936       58           28  104.59402     97900    6956          0
## 2835         1338       91           18   68.75934     92000    7822          0
## 2837         1184       96           15   68.41216     81000    8410          0
## 2838         1221       82           35   85.91319    104900    9738        392
## 2839          864       51           35  133.10185    115000    8172        167
## 2841         1250       88           35   92.80000    116000    8248          0
## 2843         1749       94           20   67.75300    118500    6204          0
## 2846         1928       90           40   82.98755    160000    7082          0
## 2847         1595       66           30   87.77429    140000    8400        388
## 2848         1551       68           25   88.33011    137000   10890        930
## 2850         1479       80           56  108.18120    160000    7000        424
## 2851         1784       92           25   77.85146    138887   13132          0
## 2852         1510       86           48   98.67550    149000    4899        305
## 2853         1008       80           25  101.19048    102000    6000          0
## 2855         1802       86           42  111.04329    200100    7588        352
## 2856         1465       67           25   89.41980    131000   10164        646
## 2857         1288       65           20   86.95652    112000    6191        384
## 2860         1517       77           56  151.61503    230000   11435          0
## 2861         1717       66           30  112.98777    194000   12400        602
## 2862         1180       84           20  116.52542    137500   11600          0
## 2863         2057       70           49  121.53622    250000   11500        223
## 2864         1671       77           49  130.46080    218000    8170        526
## 2865         2345       74           48  101.91898    239000   16560        503
## 2866         1609       74           49  123.99006    199500   12320          0
## 2867         1801       76           42  116.60189    210000   14210          0
## 2869         1647       29           30  132.05829    217500   12984       1283
## 2870         2315       56           35  111.01512    257000   15600        760
## 2871         1336       53           25  117.51497    157000   15750        841
## 2872         1844       37           30  120.93275    223000   16381       1110
## 2873          976       64           30  104.50820    102000    7288        305
## 2874         1285       80           42  113.15175    145400    7000        374
## 2876          641       81           24  132.60530     85000    7030          0
## 2878         1638       49           30   84.85958    139000    9060          0
## 2885         1646        2           40  182.26002    300000    3842       1564
## 2886         1625       27           36  149.23077    242500   23580        776
## 2887         1664       28           30   87.13942    145000    8385          0
## 2888         1491        5           40  140.17438    209000    9116          0
## 2889         1004       29           30  134.46215    135000   10530        975
## 2890         1210       31           36  122.31405    148000   11080        576
## 2891         1959       18           35   87.28943    171000   11070          0
## 2892         2519       17           35  132.98928    335000   26178        965
## 2893         1295       20           35  177.60618    230000    8239          0
## 2895         1707       25           48  133.56766    228000   16669          0
## 2896         1137       19           36  154.79332    176000   13811        980
## 2897         1339       16           35  134.42868    180000    8049       1053
## 2898         2514       16           35   99.44312    250000   11170       1216
## 2899         1403        6           30  143.97719    202000    8098       1136
## 2900         1800        4           40  173.61111    312500   14331       1274
## 2905         1368        9           35  157.16374    215000    7020       1243
## 2906         1216        8           30  134.86842    164000    4500        897
## 2907         1337        8           30  114.80927    153500    4500       1201
## 2909         1304       29           30   80.13804    104500    2665          0
## 2910         1475       29           30   86.10169    127000    2665        548
## 2912          874       38           35  144.73684    126500   10172        441
## 2913         1652       36           25   88.68039    146500   11836        149
## 2914          630       36           24  115.87302     73000    1470        522
## 2915         1092       34           16   72.71062     79400    1484        252
## 2916         1360       37           25  102.94118    140000   13384        119
## 2919         1092       36           20   72.80220     79500    1526          0
## 2920         1092       36           28   82.87546     90500    1936          0
## 2922         1728       30           30   87.32639    150900   12640        936
## 2923         1728       30           25  108.79630    188000    9297       1606
## 2924         1126       29           25  142.09591    160000   17400        936
## 2926         1003       22           36  142.07378    142500    7937        819
## 2927          902       23           25  145.23282    131000    8885        301
## 2928          970       14           25  136.08247    132000   10441        337
## 2929         1389       32           25  122.39021    170000   10010       1071
## 2930         2000       13           35   94.00000    188000    9627        758
##      Neighborhood HouseStyle LotShape OverallQual logSalePrice TotalBsmtSF
## 1           NAmes     1Story      IR1           6     12.27839        1080
## 2           NAmes     1Story      Reg           5     11.56172         882
## 3           NAmes     1Story      IR1           6     12.05525        1329
## 4           NAmes     1Story      Reg           7     12.40492        2110
## 5         Gilbert     2Story      IR1           5     12.15425         928
## 6         Gilbert     2Story      IR1           6     12.18332         926
## 7         StoneBr     1Story      Reg           8     12.27139        1338
## 8         StoneBr     1Story      IR1           8     12.16264        1280
## 9         StoneBr     1Story      IR1           8     12.37370        1595
## 10        Gilbert     2Story      Reg           7     12.14950         994
## 11        Gilbert     2Story      IR1           6     12.07767         763
## 12        Gilbert     1Story      IR1           6     12.12811        1168
## 13        Gilbert     2Story      IR1           6     12.10293         789
## 14        Gilbert     1Story      Reg           7     12.05234        1300
## 15        StoneBr     1Story      IR1           8     12.26434        1488
## 17        Gilbert     1.5Fin      IR1           8     12.00762         559
## 19        Gilbert     1Story      Reg           4     11.85652         864
## 21         NWAmes     1Story      IR1           6     12.15478        1844
## 22         NWAmes     SFoyer      Reg           7     12.04355        1053
## 23        Somerst     2Story      Reg           7     12.28303         814
## 24          NAmes     1Story      IR1           6     11.91170        1004
## 25          NAmes     1Story      IR1           5     11.91772        1078
## 26          NAmes     1Story      Reg           5     11.86358        1056
## 27          NAmes     1Story      Reg           4     11.74404         882
## 28          NAmes     1Story      Reg           4     11.65269         864
## 29          NAmes     1Story      IR1           7     12.12269        1405
## 30         BrDale     2Story      Reg           6     11.47210         483
## 31         BrDale     2Story      Reg           5     11.56647         525
## 32         BrDale     2Story      Reg           6     11.38509         525
## 33        NPkVill     1Story      Reg           6     11.75587        1069
## 34        NPkVill     2Story      Reg           6     11.91772         855
## 35        NPkVill     1Story      Reg           7     11.69525         836
## 36        NPkVill     2Story      Reg           6     11.89136         855
## 38        NridgHt     1Story      Reg           8     12.63134        1704
## 42        NridgHt     1Story      Reg           9     12.52453        1698
## 43        NridgHt     1Story      IR1           8     12.46458        1822
## 44        NridgHt     1Story      IR1           7     12.27373        1517
## 47        NridgHt     1Story      Reg           9     13.12236        2846
## 48        NridgHt     2Story      Reg           8     12.67608        1671
## 49        NridgHt     1Story      Reg           9     12.67576        1752
## 50        NridgHt     1Story      IR1           8     12.23077        1370
## 51        NridgHt     2Story      Reg           7     12.07539         764
## 52        Gilbert     1Story      IR1           6     12.20357        1324
## 53        Blmngtn     1Story      Reg           7     11.98293        1145
## 54        Blmngtn     1Story      Reg           8     12.16525        1256
## 55        Gilbert       SLvl      IR1           7     12.12540         384
## 56        Gilbert     2Story      Reg           6     12.28535         860
## 57        Gilbert     2Story      IR1           7     12.12859         847
## 58        Gilbert       SLvl      IR1           7     12.10071         384
## 59        Gilbert     2Story      IR1           7     12.31268         884
## 60        NoRidge     2Story      IR1           9     12.71640        1393
## 61        NoRidge     2Story      IR2           8     12.77987        1629
## 62        NoRidge     1Story      IR1           7     12.46997        1720
## 63        NoRidge     2Story      IR1           8     12.69158        1463
## 64        NoRidge     2Story      IR1           8     12.57764        1152
## 65        NoRidge     2Story      IR2           7     12.30592        1195
## 66        NoRidge     1.5Fin      IR1           8     12.92391        2033
## 67        Somerst     1Story      Reg           8     12.30818        1595
## 69        Somerst     2Story      Reg           7     12.27932         756
## 70        Somerst     1Story      Reg           8     12.47801        1566
## 71        Somerst     2Story      Reg           7     12.44863         991
## 72        Somerst     1Story      Reg           6     12.51172        1468
## 73        SawyerW     2Story      IR1           7     12.35879         956
## 74        SawyerW     2Story      Reg           7     12.10625         831
## 75        SawyerW     2Story      IR1           7     12.23077         948
## 76        SawyerW     1Story      Reg           6     11.87060         923
## 77        SawyerW     2Story      Reg           6     12.14950        1055
## 78        SawyerW     1Story      Reg           6     11.50791         918
## 79        SawyerW     1Story      Reg           6     11.73607         744
## 80        SawyerW     2Story      IR1           7     12.17819         996
## 81        SawyerW     1Story      Reg           6     11.93164        1040
## 82        SawyerW     2Story      Reg           6     12.04942         650
## 83        SawyerW     1Story      Reg           5     11.11988         816
## 84         Sawyer     1.5Fin      Reg           6     11.62625           0
## 86         Sawyer     1Story      Reg           5     11.83863         894
## 87         Sawyer     1Story      IR1           5     11.71178         882
## 88         Sawyer     1Story      Reg           5     11.79810        1040
## 89         Sawyer     1Story      IR1           5     11.75194        1040
## 91        NoRidge     2Story      IR1           7     12.15478         750
## 92        NoRidge     2Story      IR1           8     12.80078        1231
## 93        NoRidge     2Story      Reg           8     12.56024        1390
## 94        Somerst     1Story      IR1           7     12.46844        1488
## 95        Somerst     2Story      Reg           7     12.15478         840
## 96        Somerst     2Story      Reg           7     11.95118         600
## 97        Somerst     2Story      Reg           7     11.92504         600
## 98        Somerst     2Story      Reg           7     11.91505         600
## 99        Somerst     2Story      Reg           6     11.93164         600
## 101       Somerst     2Story      Reg           6     12.08673         756
## 102       Somerst     2Story      Reg           6     12.08391         756
## 103       Somerst     2Story      Reg           7     11.95118         696
## 104       Somerst     2Story      IR1           7     11.89894         530
## 106       Somerst     2Story      IR1           8     12.44509         975
## 107        Greens     1Story      IR1           8     11.95118         728
## 108        Greens     1Story      IR1           8     12.23563        1226
## 109        Sawyer     2Story      IR1           6     11.77913         725
## 110       Somerst     1Story      Reg           7     12.34583        1492
## 111        NWAmes     1Story      IR1           6     12.29454        1829
## 112        NWAmes     2Story      Reg           6     12.40287        1280
## 113        NWAmes     1Story      IR1           6     12.23077        1610
## 114        NWAmes     1.5Fin      IR1           6     12.26670        1224
## 115        NWAmes     2Story      Reg           7     12.18842         980
## 116        NWAmes     1Story      Reg           6     12.19349        1161
## 117        NWAmes     2Story      Reg           6     12.04942         715
## 118         NAmes     1Story      Reg           5     11.86534        1232
## 119        NWAmes     1Story      Reg           6     11.87060        1328
## 120         NAmes     1Story      IR1           4     11.76718         950
## 121         NAmes     1Story      Reg           5     11.97666        1209
## 122         NAmes     1Story      Reg           5     12.09458        1510
## 123         NAmes       SLvl      IR1           6     11.82261         533
## 124         NAmes       SLvl      IR1           5     12.10349        1152
## 127         NAmes     1Story      Reg           5     11.86446        1078
## 129         NAmes     1.5Fin      Reg           6     12.05815         782
## 130       BrkSide     1Story      IR1           5     11.66565         858
## 132         NAmes     1Story      Reg           5     11.75979        1056
## 133         NAmes       SLvl      Reg           6     11.93819        1156
## 134         NAmes     1Story      Reg           5     11.79056        1268
## 135         NAmes     SFoyer      IR1           6     12.08954        1080
## 136         NAmes     2Story      Reg           5     11.94665        1105
## 139         NAmes     1Story      Reg           5     11.81303        1604
## 140         NAmes     1Story      Reg           7     12.27373        1480
## 141         NAmes     1Story      IR1           5     11.82041        1143
## 142         NAmes     1Story      IR1           5     12.01673        1398
## 143         NAmes     1Story      Reg           5     11.88449        1314
## 144         NAmes     1Story      Reg           6     11.90497        1194
## 146         NAmes     1Story      Reg           5     12.02874        1268
## 147         NAmes     1Story      IR1           5     11.59486        1206
## 148         NAmes     1Story      Reg           6     11.97980        1244
## 149         NAmes     1.5Fin      Reg           4     11.58989         832
## 150         NAmes     1Story      Reg           5     11.81303         864
## 151         NAmes     1Story      Reg           5     11.71587         972
## 154         NAmes     1Story      Reg           4     11.56172         576
## 156         NAmes     1Story      Reg           5     11.88380        1086
## 157         NAmes     1Story      Reg           5     11.76757         936
## 159       OldTown     SFoyer      Reg           6     11.87757        1056
## 160         NAmes     1Story      IR1           5     11.99535        1063
## 161         NAmes       SLvl      Reg           7     12.39669         710
## 162         NAmes     1.5Fin      Reg           6     11.79056         816
## 163         NAmes     1Story      Reg           5     11.94471        1246
## 164         NAmes     1.5Fin      Reg           5     12.01974         910
## 165         NAmes     1Story      Reg           5     11.81155         900
## 166         NAmes     1Story      IR1           6     11.98293        1116
## 167         NAmes     1Story      IR1           5     11.90497        1175
## 169         NAmes     2Story      Reg           6     11.95118         756
## 172       OldTown     1Story      Reg           5     11.60368         936
## 173       OldTown     1Story      Reg           5     11.65269        1008
## 174       OldTown     1Story      Reg           5     11.87060        1347
## 175       OldTown     2Story      Reg           3     11.58432         840
## 176       OldTown     1Story      Reg           4     11.28978         747
## 178       OldTown     1.5Fin      Reg           5     11.77529         926
## 179       OldTown     1.5Fin      Reg           6     11.68688         827
## 180       OldTown     1.5Fin      Reg           5     11.76757        1027
## 181       OldTown     1.5Fin      Reg           5     11.51293        1008
## 183       OldTown     1Story      Reg           6     11.57025         624
## 185       OldTown     1.5Fin      Reg           5     11.84223         686
## 186       OldTown     2Story      Reg           8     12.38839         346
## 188       OldTown     1Story      Reg           6     11.91639         912
## 189       OldTown     2Story      Reg           4     11.74006         622
## 190       OldTown     2Story      Reg           4     11.71587         777
## 192       BrkSide     1.5Fin      Reg           5     11.76368         988
## 193       BrkSide     2.5Unf      IR1           7     12.25248        1108
## 194       BrkSide     1Story      Reg           4     11.37366         765
## 196       BrkSide     1.5Fin      Reg           6     11.75979         572
## 198       BrkSide     1.5Fin      Reg           6     11.84868         780
## 199       BrkSide     1.5Fin      Reg           5     11.72723         528
## 200       BrkSide     1.5Fin      Reg           5     11.83790         928
## 201       OldTown     1Story      Reg           6     11.60368        1124
## 202       OldTown     2Story      IR1           7     11.84940         576
## 203       OldTown     1.5Fin      Reg           4     11.91505         888
## 204       OldTown     2Story      Reg           6     11.98230         780
## 205       OldTown     2Story      Reg           6     11.71178         662
## 206        IDOTRR     1Story      IR2           5     11.60824         816
## 208       OldTown     2Story      Reg           5     11.84940         360
## 209       ClearCr     2Story      Reg           7     12.40656        1032
## 210       ClearCr     1Story      IR1           5     12.06105        1422
## 212         SWISU     1.5Fin      Reg           5     11.51293        1212
## 213         SWISU     1.5Fin      IR1           6     11.46163         600
## 215         SWISU     1.5Fin      Reg           5     11.65182         856
## 216        Sawyer     1.5Fin      Reg           5     11.45105         780
## 217        Sawyer     1Story      Reg           4     11.82041        1832
## 218        Sawyer     1Story      Reg           4     11.82408        1768
## 219        Sawyer     1Story      Reg           5     11.78676        1039
## 221        Sawyer     1Story      Reg           5     11.73607         912
## 222        Sawyer     1Story      IR1           5     11.94471        1060
## 223        Sawyer     1Story      Reg           5     11.83428         864
## 224        Sawyer     2Story      Reg           6     11.97035         663
## 225        Sawyer     1Story      Reg           5     11.82956         864
## 226        Sawyer     SFoyer      IR1           5     11.98449        1319
## 227        Sawyer     2Story      Reg           5     12.00151         720
## 229       ClearCr     2Story      Reg           7     12.70077        1306
## 230       ClearCr     1Story      IR1           7     12.50618        1420
## 231        Sawyer     1Story      Reg           4     11.35041         660
## 233       ClearCr     1Story      Reg           7     12.46844        1332
## 234       ClearCr     2Story      IR1           6     12.34583        1117
## 235       Edwards     1.5Fin      Reg           3     11.72804         972
## 237       Edwards     1Story      Reg           6     11.88103         663
## 238       Edwards     1Story      Reg           5     11.76757        1144
## 239       Edwards     1.5Fin      Reg           4     11.75194         756
## 240       Edwards     1Story      Reg           5     11.75979        1172
## 241       Edwards     1Story      Reg           6     12.13350        1212
## 243       Edwards     1Story      IR1           5     11.64395        1250
## 245       SawyerW     2Story      Reg           6     12.08954         741
## 246       SawyerW     1Story      Reg           7     12.50618        1433
## 247       SawyerW     2Story      IR1           6     12.29225         946
## 248       SawyerW     2Story      Reg           7     12.37159        1050
## 249       SawyerW     SFoyer      Reg           6     11.89819         936
## 250       CollgCr     1Story      IR1           8     12.41044        1694
## 251       CollgCr     1Story      Reg           7     12.23563        1187
## 252       CollgCr     1Story      IR1           7     12.20056        1226
## 253       CollgCr     1Story      Reg           7     12.13886        1222
## 254       SawyerW     2Story      Reg           7     12.67608        1673
## 255       SawyerW     1.5Fin      IR1           6     11.83863         676
## 256       ClearCr       SLvl      Reg           6     11.95118        1010
## 257       CollgCr     SFoyer      Reg           5     11.97666         870
## 258       CollgCr     2Story      IR1           7     12.16003         878
## 259       CollgCr     2Story      Reg           6     12.20857         804
## 260       CollgCr     1Story      IR1           5     11.91839        1026
## 261       CollgCr     2Story      IR1           6     11.99381         689
## 262       CollgCr     1Story      Reg           5     11.76135         894
## 263       CollgCr     1Story      Reg           5     11.75194         876
## 264       CollgCr     1Story      Reg           8     12.66981        1978
## 265       CollgCr     1Story      Reg           8     12.51356        1581
## 266       CollgCr     2Story      IR1           7     12.37582         941
## 267       CollgCr     2Story      Reg           7     12.38839        1040
## 268       CollgCr     1Story      IR2           7     12.32341        1649
## 269       CollgCr     1Story      Reg           6     11.87583         848
## 270       CollgCr     1Story      Reg           6     11.87060         848
## 271       CollgCr     1Story      IR2           8     12.35449        1657
## 272       CollgCr     1Story      Reg           7     12.26905        1473
## 273       CollgCr     1Story      Reg           7     12.13081        1414
## 276       Edwards     1Story      Reg           5     11.51293           0
## 277       Edwards     1Story      IR1           5     11.87757        1196
## 279       Edwards       SLvl      Reg           6     11.73767        1008
## 281       Edwards     1Story      Reg           4     11.40756         960
## 282       Edwards     1Story      Reg           4     11.84940        1121
## 283       Edwards     1.5Fin      Reg           6     11.63514         735
## 284       Edwards     1.5Fin      Reg           4     11.28978         672
## 286         SWISU     1Story      Reg           5     11.55215        1107
## 287         SWISU     2Story      Reg           6     11.75979         806
## 288       Edwards     1Story      Reg           3     10.97678         864
## 289         SWISU     1.5Fin      Reg           5     11.75194        1026
## 290         SWISU     1Story      Reg           6     11.74404         856
## 292         SWISU     1.5Fin      Reg           5     11.51293         894
## 294       Crawfor     1.5Fin      IR1           7     12.45877        1528
## 295       Crawfor     2Story      Reg           5     12.27839        1032
## 296       Crawfor     2Story      Reg           7     12.49313        1152
## 297       Crawfor     1Story      Reg           7     12.72189        1902
## 298       Crawfor       SLvl      IR1           7     12.22163         423
## 299       Blueste     1Story      IR1           8     12.12811         982
## 300       Blueste     1Story      IR1           8     11.99843        1191
## 301       Crawfor     1Story      IR1           7     12.57418        1501
## 302        IDOTRR     1.5Fin      Reg           4     11.74006         796
## 304        IDOTRR     1.5Fin      Reg           6     11.60824         629
## 309       Crawfor     1Story      IR1           8     12.41309        1594
## 310       Mitchel     2Story      Reg           8     12.44863        1049
## 311       Mitchel       SLvl      Reg           6     12.15478        1243
## 312       Mitchel     1Story      IR1           7     12.21106        1560
## 313       Mitchel       SLvl      IR1           6     12.04297        1012
## 314       Mitchel     1Story      IR1           6     12.04355        1958
## 316        Timber     1Story      IR1           7     12.30138        1336
## 318        Timber     2Story      Reg           5     12.06681         384
## 320        Timber     2Story      Reg           7     12.27793         817
## 321        Timber     2Story      Reg           8     12.22047         967
## 322        Timber     1Story      IR1           9     12.84397        2002
## 323       Mitchel     1Story      Reg           5     12.03765        1068
## 324       Mitchel     1Story      Reg           5     12.06393        1430
## 325       Mitchel     2Story      Reg           6     11.84223         912
## 326       Mitchel     1Story      Reg           5     12.02275        1344
## 327       MeadowV     2Story      Reg           4     11.33260         546
## 328       MeadowV     1Story      Reg           5     11.69107         945
## 329       MeadowV     2Story      Reg           5     11.35041         536
## 330       MeadowV     2Story      Reg           4     11.23849         546
## 331       MeadowV     SFoyer      Reg           4     11.23189         630
## 332       MeadowV     2Story      Reg           4     11.38793         546
## 333       MeadowV     2Story      Reg           4     11.35627         546
## 334       Mitchel     1Story      Reg           5     11.77529         864
## 335       Mitchel     1Story      IR1           5     11.96972        1188
## 336       Mitchel     1Story      Reg           5     11.91772         833
## 337       Mitchel     2Story      Reg           5     11.97666        1216
## 338       Mitchel     2Story      Reg           5     11.82041         624
## 339       Mitchel     1.5Fin      IR1           5     11.98916         864
## 340       Mitchel     1Story      Reg           8     12.56024        1679
## 341       Mitchel     2Story      Reg           6     12.35017        1152
## 342         NAmes     1Story      IR1           6     11.73206         882
## 343         NAmes     1Story      Reg           6     11.96400        1434
## 344         NAmes       SLvl      Reg           8     12.75130        1952
## 345       Gilbert     2Story      IR1           6     12.15214         945
## 346       Gilbert     2Story      IR1           8     12.50618        1008
## 347       Gilbert       SLvl      Reg           7     12.14950         384
## 348       Gilbert     1Story      IR1           9     12.84133        1746
## 349       Gilbert       SLvl      IR1           7     12.03469         384
## 350       StoneBr     1Story      IR1           8     12.83468        2208
## 351       StoneBr     1Story      IR1           8     12.53538        1501
## 352       StoneBr     1Story      IR1           8     12.38839        1418
## 353       StoneBr     1Story      IR1           8     12.38631        1587
## 354       Gilbert       SLvl      IR1           7     12.08673         384
## 355       Gilbert     2Story      IR1           7     12.12811         832
## 356       Gilbert     2Story      Reg           6     12.16003         952
## 357       Gilbert     2Story      IR1           6     12.08954         799
## 358       Gilbert     2Story      IR2           6     12.12811         680
## 359       Gilbert     2Story      IR1           6     12.10800         707
## 360       Gilbert     1Story      Reg           6     12.01974        1181
## 361       Gilbert     2Story      IR1           6     12.08954         808
## 362       Gilbert     2Story      Reg           6     12.06681         702
## 363       Gilbert     1Story      IR1           6     12.06105        1158
## 364       Gilbert     2Story      IR1           7     12.32386         978
## 365       Gilbert     1Story      Reg           7     12.10349        1424
## 369       StoneBr     1Story      IR1           7     12.46844        1530
## 370       Gilbert     2Story      Reg           5     12.12811        1122
## 371        NWAmes     2Story      IR1           7     12.46844         845
## 372        NWAmes     1Story      IR1           6     12.10625        1362
## 373        NWAmes     1Story      Reg           7     11.32055        1386
## 374        NWAmes     1Story      IR1           6     12.27839        1602
## 376        NWAmes     1Story      Reg           6     12.20607        1427
## 377        NWAmes     2Story      IR1           7     12.42521        1043
## 378        NWAmes       SLvl      Reg           7     12.14153        1372
## 379        NWAmes     1Story      Reg           6     12.12269        1140
## 380        NWAmes     1Story      Reg           8     12.53538        2524
## 382        NWAmes     1Story      Reg           7     11.93164        1090
## 383        NWAmes     2Story      IR1           5     12.19349         780
## 384       Somerst     2Story      Reg           7     12.39214         926
## 386       Somerst     2Story      Reg           8     12.30138        1058
## 387       Somerst     2Story      Reg           8     12.36734         972
## 388        NWAmes     1Story      IR1           5     12.26905        1621
## 389        NWAmes     1Story      Reg           6     12.03112        1116
## 390        NWAmes     1Story      IR1           7     11.97035        1176
## 391        NWAmes     1Story      Reg           6     12.01370        1064
## 393         NAmes     2Story      Reg           5     11.82041         896
## 394         NAmes     1Story      IR1           5     11.90834        1002
## 395         NAmes     1Story      Reg           6     11.95761        1026
## 396         NAmes     1Story      IR1           5     11.75979        1180
## 397         NAmes     1Story      IR1           5     11.87060        1043
## 399         NAmes     1Story      Reg           4     11.69941         864
## 400         NAmes     1Story      Reg           4     11.73206         864
## 402         NAmes     1Story      Reg           4     11.77529         864
## 403        BrDale     2Story      Reg           6     11.61729         483
## 406        BrDale     2Story      Reg           6     11.48247         483
## 407        BrDale     2Story      Reg           6     11.67844         483
## 408        BrDale     2Story      Reg           5     11.69107         630
## 409       NPkVill     1Story      IR1           6     11.87583         958
## 410       NPkVill     2Story      Reg           6     11.89136         804
## 411       NPkVill     2Story      Reg           6     11.90834         855
## 412       NPkVill     1Story      Reg           7     11.71994        1057
## 413       NPkVill     2Story      Reg           6     11.89819         855
## 414       NPkVill     2Story      Reg           6     11.83428         855
## 415       NPkVill     2Story      Reg           6     11.89819         804
## 416       NPkVill     2Story      Reg           6     11.90834         855
## 417       NPkVill     2Story      Reg           6     11.83501         855
## 418       NPkVill     1Story      Reg           7     11.76368         836
## 419         NAmes     1Story      Reg           5     11.51293         892
## 420         NAmes     1Story      Reg           5     11.91036         864
## 421       NridgHt     1Story      Reg          10     12.72932        1700
## 422       NridgHt     2Story      Reg           9     13.04332        1776
## 424       NridgHt     1Story      Reg          10     13.22672        3094
## 425       NridgHt     1Story      IR1           9     12.69158        1652
## 426       NridgHt     1Story      Reg           8     12.45410        1566
## 429       NridgHt     2Story      IR1           9     12.72189        1104
## 430       NridgHt     1Story      Reg           9     12.90917        2020
## 432       NridgHt     2Story      IR1          10     13.02133        1722
## 433       NridgHt     1Story      Reg          10     13.32121        2630
## 435       NridgHt     1Story      Reg           9     12.79386        1736
## 436       NridgHt     1Story      IR1           8     12.59811        1782
## 437       NridgHt     2Story      IR3           8     12.92367        1508
## 438       NridgHt     1Story      IR1           8     12.45098        1709
## 439       NridgHt     1Story      IR1           9     12.72189        1739
## 440       NridgHt     1Story      Reg           8     12.52416        1713
## 441       NridgHt     1Story      IR1           9     12.61154        1504
## 442       NridgHt     1Story      IR1           9     12.68850        1774
## 443       NridgHt     2Story      Reg           9     12.76569        1462
## 444       NridgHt     1Story      IR1           8     12.54254        1836
## 445       NridgHt     1Story      IR1           8     12.55673        3206
## 446       NridgHt     1Story      IR1           7     12.50432        1760
## 448       NridgHt     1Story      Reg          10     12.86424        2392
## 449       NridgHt     1Story      IR1           9     13.00583        2452
## 450       NridgHt     2Story      IR1           8     12.57764        1082
## 451       NridgHt     1Story      IR1           8     12.45254        1598
## 452       NridgHt     1Story      IR1           6     12.26905        1358
## 453       NridgHt     1Story      IR1           6     12.18587        1306
## 454       NridgHt     1Story      IR1           6     12.12540        1306
## 455       NridgHt     1Story      IR1           7     12.26670        1350
## 456       NridgHt     1Story      IR1           7     12.34583        1314
## 458       NridgHt     1Story      IR1           8     12.85448        2200
## 460       NridgHt     1Story      Reg           9     12.42320        1451
## 461       NridgHt     1Story      Reg           8     12.56549        1712
## 462       NridgHt     1Story      Reg           8     12.44509        1324
## 463       NridgHt     1Story      Reg           7     12.06105        1405
## 464       NridgHt     2Story      Reg           7     12.06105         764
## 465       Gilbert     2Story      Reg           7     12.12269         728
## 466       Gilbert     2Story      IR1           6     12.03053         745
## 467       Gilbert     2Story      IR2           6     12.06681         742
## 468       Gilbert     2Story      IR2           6     12.06681         684
## 469       Blmngtn     1Story      Reg           7     12.06681        1373
## 470       Blmngtn     1Story      Reg           7     12.07767        1386
## 471       Blmngtn     1Story      Reg           7     12.16785        1373
## 472       Blmngtn     1Story      Reg           7     12.10625        1346
## 473       Blmngtn     1Story      Reg           7     12.10071        1220
## 474       Blmngtn     1Story      Reg           7     11.98418        1145
## 475       Gilbert     2Story      IR1           7     12.14685         716
## 476       Gilbert     2Story      IR1           6     12.20607        1010
## 477       Gilbert       SLvl      IR1           7     12.04355         384
## 478       Gilbert     2Story      IR1           7     12.15214         868
## 479       Gilbert       SLvl      Reg           8     12.12323         408
## 480       Gilbert     2Story      IR1           7     12.18332         846
## 481       Gilbert     2Story      IR1           7     12.16525         782
## 482       Gilbert     2Story      IR1           7     12.08954         698
## 483       NridgHt     1Story      Reg           7     12.24289        1314
## 484       Gilbert     2Story      IR1           7     12.37159         952
## 485       Gilbert     2Story      IR1           8     12.45877         870
## 486       Gilbert     2Story      IR1           6     12.40492         992
## 487       Gilbert       SLvl      IR1           7     12.02575         384
## 488       Gilbert     2Story      IR1           6     12.09514         982
## 489       Gilbert     2Story      IR1           6     12.15478         794
## 490       Gilbert       SLvl      Reg           7     11.95761         384
## 491       Gilbert     2Story      IR2           7     12.40901        1177
## 492       Gilbert     2Story      IR3           6     12.10625         841
## 493       Gilbert     2Story      IR1           7     12.27373         992
## 494       Gilbert       SLvl      IR1           7     12.03172         384
## 495       NoRidge     2Story      Reg           8     12.72784        1252
## 496       NoRidge     2Story      IR1           8     12.90669        1462
## 497       NoRidge     2Story      Reg           8     12.69772        1455
## 498       NoRidge     2Story      IR1           8     12.73670        1284
## 499       NoRidge     2Story      IR1           8     12.72487        1225
## 500       NoRidge     2Story      IR1           7     12.48749        1264
## 501       NoRidge     1Story      IR1           8     12.66033        2024
## 502       NoRidge     2Story      Reg           7     12.46844        1347
## 503       NoRidge     2Story      Reg           7     12.46844        1070
## 504       NoRidge     2Story      IR1           8     12.48200        1173
## 505       NoRidge     2Story      IR2           8     12.90421        1629
## 506       NoRidge     2Story      IR2           7     12.42118         973
## 508       Somerst     1Story      IR1           8     12.52453        1696
## 509       Somerst     1Story      Reg           8     12.45877        1614
## 511       Somerst     1Story      Reg           8     12.52634        1702
## 512       Somerst     1Story      IR1           8     12.40901        1422
## 513       Somerst     2Story      Reg           7     12.44114        1113
## 514       Somerst     1Story      Reg           9     13.05622        2458
## 516       Somerst     2Story      Reg           8     12.25486         768
## 520       Somerst     1Story      Reg           7     12.34496        1402
## 521       Somerst     1Story      IR1           9     12.42922        1530
## 523       Somerst     1Story      Reg           8     12.38212        1372
## 524       Somerst     2Story      Reg          10     12.64433        1017
## 525       Somerst     2Story      Reg           8     12.50618         900
## 526       Somerst     2Story      Reg           8     12.43718        1082
## 527       Somerst     2Story      Reg           7     12.39255        1092
## 529       Somerst     1Story      Reg           7     12.58108        1652
## 530       Somerst     2Story      Reg           7     12.47991         912
## 531       Somerst     1Story      Reg           7     12.12811        1221
## 532       Somerst     1Story      IR1           7     12.36521        1553
## 533       Somerst     2Story      IR1           7     12.25009         812
## 534       SawyerW     1Story      Reg           7     11.97666        1218
## 535       SawyerW     1Story      Reg           7     11.93164        1141
## 536       SawyerW     1Story      Reg           6     11.87409        1158
## 537       SawyerW     2Story      IR1           7     12.17045         835
## 538       SawyerW     1Story      IR1           8     12.22096        1512
## 539       SawyerW     1Story      Reg           7     12.12757        1176
## 540       SawyerW     1Story      Reg           7     11.97666        1114
## 541       SawyerW     1Story      Reg           5     11.86358        1114
## 542       SawyerW     1Story      Reg           5     11.93819        1114
## 544       SawyerW     2Story      IR1           7     12.30138         913
## 546       SawyerW     1Story      IR1           7     12.14950        1454
## 547       SawyerW     2Story      Reg           6     12.05234         816
## 548       SawyerW     2Story      Reg           6     11.69525         626
## 549       SawyerW     1Story      Reg           6     11.88449        1332
## 550       SawyerW     2Story      Reg           7     12.12269         754
## 551       SawyerW     2Story      IR1           6     11.99535         676
## 552       SawyerW     2Story      Reg           6     11.98293           0
## 553       SawyerW     1Story      Reg           4     11.31447         721
## 554       SawyerW     1.5Unf      Reg           6     11.23849         784
## 555        Sawyer     1Story      IR1           5     11.60824         980
## 556        Sawyer     1Story      Reg           5     11.81303         980
## 557        Sawyer     1Story      IR1           5     11.85652         864
## 558        Sawyer     1Story      IR1           5     11.71178         864
## 559        Sawyer     1Story      IR1           5     11.72884        1024
## 560        Sawyer     1Story      IR1           5     11.76757         912
## 561        Sawyer     1Story      Reg           5     11.78600         864
## 562        Sawyer     1Story      IR1           5     11.04105         864
## 563        Sawyer     1Story      Reg           5     11.71994         912
## 565       NoRidge     2Story      Reg           7     12.36734         975
## 570       Somerst     1Story      IR1           6     12.18075        1145
## 571       Somerst     2Story      Reg           6     12.05815         729
## 572       Somerst     2Story      Reg           6     12.10071         756
## 573       Somerst     2Story      Reg           7     11.95761         691
## 575       Veenker     1Story      IR1           8     12.67216        1694
## 576        Greens     1Story      IR1           8     12.26198        1226
## 577       Veenker     1Story      Reg           7     12.39504        1740
## 580        NWAmes     2Story      Reg           6     11.94471         727
## 581        NWAmes     1Story      IR1           6     12.12811        1442
## 582        NWAmes     1Story      IR1           6     12.13216        1489
## 583        NWAmes     2Story      IR1           7     12.20607        1107
## 584        NWAmes     2Story      IR1           7     12.23563         752
## 585        NWAmes     2Story      IR1           6     11.99535         723
## 586        NWAmes     2Story      Reg           6     12.45644         932
## 587        NWAmes       SLvl      IR1           6     12.19552        1680
## 588        NWAmes     1Story      Reg           5     12.00151        1288
## 590        NWAmes     2Story      IR1           7     12.34583         908
## 591        NWAmes     1Story      Reg           6     12.03112        1350
## 593        NWAmes     2Story      Reg           8     12.33271         810
## 594         NAmes     1Story      Reg           5     11.77529         864
## 595         NAmes     1Story      Reg           5     11.87060        1568
## 596         NAmes     1Story      Reg           5     11.67419         925
## 598        NWAmes     SFoyer      Reg           6     12.05815        1232
## 599        NWAmes     1Story      Reg           6     11.99226        1372
## 600         NAmes     1Story      Reg           4     11.86005         894
## 601         NAmes     1Story      Reg           5     11.67844         864
## 602         NAmes     1Story      Reg           6     11.75587         864
## 603         NAmes     1Story      IR1           4     11.84940        1040
## 606         NAmes     1Story      Reg           6     12.02575        1516
## 607         NAmes     1Story      Reg           5     11.93819        1313
## 609         NAmes     1Story      IR1           5     11.94471        1154
## 610         NAmes     2Story      IR1           5     12.08673         744
## 611         NAmes       SLvl      IR1           6     11.97035        1127
## 612         NAmes     1Story      Reg           5     11.73206        1041
## 613         NAmes       SLvl      Reg           6     12.06968        1208
## 614         NAmes     1Story      Reg           5     11.71178         960
## 615       BrkSide     1Story      Reg           4     11.32055         420
## 616       BrkSide     1.5Fin      IR1           5     11.60824         709
## 617         NAmes     1Story      Reg           6     11.91505        1505
## 618         NAmes     1Story      Reg           6     12.07254        1680
## 619         NAmes     1Story      Reg           6     12.02575        1416
## 620         NAmes     1Story      Reg           5     11.76679        1050
## 622         NAmes     1Story      Reg           5     11.89819        1113
## 624         NAmes     1Story      IR1           6     12.14153        1453
## 625         NAmes     1Story      IR1           6     11.97666        1394
## 626         NAmes     1Story      IR1           6     12.45293        1562
## 627         NAmes     2Story      Reg           7     12.23077         768
## 628         NAmes     2Story      Reg           6     12.17303         896
## 630         NAmes     1.5Fin      IR1           4     11.56076         715
## 631         NAmes     1Story      Reg           5     11.91839        1169
## 632         NAmes     1Story      Reg           6     11.96081        1478
## 633         NAmes     1Story      IR1           7     12.07824        1329
## 634         NAmes     1Story      IR1           6     11.91505         988
## 636         NAmes     1Story      IR1           6     11.95118        1215
## 638         NAmes     1Story      Reg           5     11.93819        1382
## 639         NAmes     1Story      Reg           4     11.87757        1200
## 640         NAmes       SLvl      Reg           6     12.07824        1362
## 641         NAmes     1Story      Reg           5     11.93819        1297
## 642         NAmes     1Story      Reg           5     11.81303        1866
## 643         NAmes     1Story      IR1           6     11.78295        1062
## 645         NAmes     1Story      Reg           5     11.74404         631
## 646         NAmes     1Story      Reg           4     11.65269        1005
## 648         NAmes     1Story      Reg           5     11.63514         793
## 649         NAmes     1Story      Reg           5     11.88793        1031
## 650         NAmes     1Story      Reg           5     11.54151           0
## 652         NAmes     2Story      Reg           7     11.93492         699
## 653         NAmes     1Story      Reg           5     11.77452        1200
## 654         NAmes     1Story      Reg           6     11.79056         972
## 655       OldTown     1Story      Reg           3     11.51192         792
## 657       OldTown     2Story      Reg           5     11.91170         676
## 658       OldTown     2Story      Reg           4     11.64395         405
## 659       OldTown     1Story      Reg           5     11.60368         768
## 660       OldTown     1Story      Reg           5     11.73607        1054
## 662       OldTown     2Story      Reg           7     11.96081         560
## 664       OldTown     1.5Fin      Reg           4     11.56172         840
## 665       OldTown     1Story      Reg           5     11.57119         720
## 666       OldTown     1Story      Reg           3     11.27085         630
## 667         NAmes     2Story      Reg           6     12.15478        1248
## 668         NAmes     1Story      Reg           6     11.94471        1380
## 670         NAmes     2Story      Reg           5     12.20607        1248
## 671         NAmes     1Story      Reg           6     11.87409         951
## 672         NAmes     1Story      IR1           6     11.81303        1105
## 673         NAmes     1Story      IR1           5     11.93819         992
## 674         NAmes     1Story      IR1           6     11.96718        1478
## 675         NAmes     1Story      IR1           6     11.63956         160
## 676         NAmes     1Story      Reg           5     11.79810         832
## 677         NAmes     1Story      Reg           3     11.43928           0
## 679         NAmes     1Story      Reg           4     11.40756           0
## 681         NAmes     1Story      Reg           5     11.75979        1041
## 683         NAmes     1Story      Reg           5     11.68604         732
## 684         NAmes       SLvl      Reg           5     11.83501         528
## 685         NAmes     1Story      Reg           5     11.79434        1148
## 686         NAmes     1.5Fin      Reg           4     11.80186         832
## 688         NAmes     2Story      Reg           6     11.88276         780
## 689         NAmes     SFoyer      IR1           5     11.88449         941
## 690         NAmes     1Story      Reg           6     11.75194        1045
## 691         NAmes     1Story      Reg           5     11.60368         894
## 692       OldTown     1.5Fin      Reg           6     11.65269         818
## 693       OldTown     2Story      Reg           5     11.60824         440
## 694       OldTown     1.5Fin      Reg           6     11.76679         901
## 695       OldTown     2Story      Reg           6     11.54733         972
## 697       OldTown     1.5Fin      Reg           5     11.77529         240
## 698       OldTown     2Story      Reg           5     11.76757         504
## 699       OldTown     2Story      Reg           5     11.91839         690
## 701       OldTown     2Story      Reg           4     11.45688         600
## 702       OldTown     2Story      Reg           5     11.73206         960
## 703       OldTown     2Story      Reg           7     11.81303         651
## 704       OldTown     1.5Fin      Reg           5     11.54248         801
## 706       OldTown     1.5Fin      Reg           5     11.77144         768
## 707       OldTown     1.5Fin      Reg           5     11.44035         811
## 708       OldTown     1Story      Reg           4     11.28978         861
## 711       OldTown     1Story      Reg           5     11.42191         190
## 712       OldTown     1Story      Reg           5     11.50791         624
## 714       OldTown     2Story      Reg           4     11.37939         677
## 715       OldTown     1.5Fin      Reg           5     11.60824         720
## 716       OldTown     2.5Unf      Reg           5     11.57119         849
## 717       OldTown     2Story      IR1           7     12.49117        1240
## 718       OldTown     2Story      Reg           6     11.98293         917
## 719       OldTown     2Story      Reg           6     11.68688         624
## 720       OldTown     2Story      Reg           8     12.03172         916
## 722       OldTown     2Story      Reg           7     11.87060         650
## 724       OldTown     1.5Fin      Reg           5     11.73527        1088
## 725       OldTown     1.5Fin      Reg           6     11.68688         972
## 726       OldTown     2Story      Reg           6     11.89478         741
## 729       BrkSide     2Story      Reg           5     12.31717        1324
## 730       BrkSide     1Story      Reg           6     11.91170        1022
## 731       BrkSide     1.5Fin      Reg           7     12.23077         952
## 732       BrkSide     1.5Fin      Reg           5     11.82774         297
## 733       BrkSide     1.5Unf      Reg           6     11.70355         952
## 734       BrkSide     1.5Fin      Reg           4     11.75979         672
## 735       BrkSide     1.5Fin      Reg           6     11.81229         698
## 736       BrkSide     1.5Fin      Reg           5     11.66993         884
## 737       BrkSide     1.5Fin      Reg           6     11.79434         780
## 738       BrkSide     1.5Fin      Reg           5     11.44035         468
## 739       BrkSide     1.5Unf      Reg           6     11.68688         884
## 741       BrkSide     1.5Fin      Reg           5     11.86005         927
## 742       BrkSide     1.5Fin      Reg           4     11.79810         884
## 744       BrkSide     1Story      Reg           5     11.56172         715
## 746       BrkSide     1.5Fin      Reg           5     11.91839         952
## 747       BrkSide     1Story      Reg           5     11.74800        1072
## 748       BrkSide     2.5Unf      IR1           6     12.27607         844
## 749       BrkSide     2Story      IR1           7     12.02874         728
## 750       OldTown     2Story      Reg           6     11.95118        1048
## 755        IDOTRR     2Story      Reg           6     11.91170         720
## 756        IDOTRR     1.5Fin      Reg           4     11.54248         780
## 757       OldTown     2Story      IR2           6     11.71994         483
## 758       OldTown     2.5Unf      IR3           7     11.48761        1020
## 759        IDOTRR     1.5Fin      Reg           6     11.81303        1204
## 761        IDOTRR     2Story      Reg           6     11.66135         698
## 762        Sawyer     1Story      IR1           4     11.39358         560
## 765       Edwards     SFoyer      IR1           5     11.98230        1152
## 767       Edwards     2Story      Reg           6     11.54829         672
## 768       Edwards     1.5Fin      Reg           5     11.05089         585
## 770        Sawyer     1Story      Reg           5     11.84223        1121
## 771        Sawyer     2Story      Reg           6     12.05815         918
## 773        Sawyer     1Story      Reg           5     11.77529         864
## 774        Sawyer     SFoyer      IR1           6     11.91772         456
## 775        Sawyer     SFoyer      IR1           5     11.81229         858
## 776        Sawyer     SFoyer      IR1           5     11.82774         840
## 777        Sawyer     1Story      Reg           5     11.84223        1092
## 778        Sawyer       SLvl      Reg           5     12.01370         552
## 779        Sawyer       SLvl      Reg           6     11.90497        1138
## 780       ClearCr       SLvl      Reg           5     12.01370         825
## 784       Edwards     1Story      Reg           4     11.81303        1134
## 785       Edwards     1Story      IR1           4     11.32055         861
## 786       ClearCr     1Story      IR1           5     12.15478        1617
## 789       Edwards     1Story      Reg           6     11.75587        1436
## 790       Edwards     1Story      Reg           5     11.70767        1073
## 792       Edwards     2Story      Reg           6     11.94730         747
## 793       Edwards     1Story      Reg           4     11.63514         672
## 794       Edwards     1Story      Reg           5     11.73607        1089
## 795       Edwards     1Story      IR1           4     11.33857           0
## 796       Edwards     1Story      Reg           5     11.84582        1049
## 798       Edwards     1.5Fin      Reg           6     11.56172         560
## 799       Edwards     2Story      Reg           4     11.58989         755
## 800       SawyerW       SLvl      IR1           7     11.99535        1054
## 803       SawyerW     1Story      IR1           7     12.51319        2158
## 804       SawyerW     2Story      Reg           7     12.26905         740
## 805       SawyerW     2Story      Reg           7     12.38798        1079
## 806       SawyerW     2Story      IR1           8     12.38631        1128
## 816       SawyerW     2Story      Reg           7     12.50432        1168
## 817       SawyerW     2Story      Reg           7     12.50432        1168
## 818       SawyerW     2Story      Reg           7     12.50432        1168
## 820       CollgCr     1Story      Reg           8     12.60149        1705
## 821       CollgCr     1Story      IR1           8     12.59640        1622
## 822       CollgCr     1Story      IR1           9     12.71289        1720
## 823       CollgCr     1Story      Reg           8     12.38798        1468
## 824       CollgCr     2Story      IR1           8     12.26434         866
## 825       CollgCr     1Story      IR1           8     12.51539        1838
## 826       CollgCr     1Story      IR1           9     12.38422        1800
## 828       CollgCr     1Story      Reg           7     12.20607        1282
## 829       CollgCr     1Story      IR1           8     12.30953        1254
## 830       CollgCr     1Story      Reg           7     12.17819        1232
## 831       CollgCr     1Story      Reg           8     12.37582        1498
## 832       CollgCr     2Story      IR1           6     12.06105         704
## 833       SawyerW       SLvl      Reg           7     12.52453        1518
## 834       ClearCr     2Story      IR1           7     12.36094        1449
## 836       CollgCr     1Story      IR2           5     11.93164        1040
## 837       CollgCr     1Story      Reg           5     11.87060         990
## 838       CollgCr     2Story      IR1           6     12.35234         928
## 839       CollgCr     2Story      IR2           7     12.26434         799
## 840       CollgCr     1Story      IR2           7     12.24047        1463
## 841       CollgCr     1Story      Reg           5     11.88449        1097
## 842       CollgCr     1Story      Reg           5     11.83501         990
## 843       CollgCr     2Story      Reg           7     12.19552         866
## 844       CollgCr     1Story      IR1           7     12.22588        1490
## 845       CollgCr     1Story      IR1           7     12.16525        1431
## 846       CollgCr     2Story      Reg           6     12.20607         928
## 847       CollgCr     2Story      IR1           7     12.18075         831
## 848       CollgCr     1Story      IR1           7     12.33271        1573
## 849       CollgCr     2Story      Reg           7     12.34583         944
## 850       CollgCr     1Story      IR2           7     12.13940        1413
## 851       CollgCr     1Story      IR1           7     12.22096        1431
## 852       CollgCr     1Story      Reg           7     12.21106        1492
## 853       CollgCr     1Story      Reg           5     11.72804        1040
## 854       CollgCr     1Story      IR1           5     11.84940         907
## 855       CollgCr     1Story      IR1           5     11.81229         914
## 856       CollgCr     1Story      IR1           5     11.92172        1040
## 857       CollgCr     1Story      IR1           5     11.82408         864
## 858       CollgCr     1Story      IR1           5     11.87409        1268
## 859       CollgCr     1Story      IR1           5     11.80186         864
## 860       CollgCr     1Story      Reg           5     11.71994         894
## 861       CollgCr     SFoyer      Reg           5     11.80485         768
## 862       CollgCr     SFoyer      Reg           5     11.79810         768
## 863       CollgCr     1Story      Reg           7     12.42922        1569
## 864       CollgCr     2Story      IR1           8     12.44804        1068
## 865       CollgCr     1Story      Reg           8     12.37370        1753
## 866       CollgCr     2Story      Reg           8     12.47419        1299
## 867       CollgCr     2Story      Reg           9     12.65396        1440
## 868       CollgCr     2Story      Reg           7     12.19854         840
## 869       CollgCr     2Story      Reg           7     12.25961         944
## 870       CollgCr     1Story      Reg           8     12.30138        1462
## 871       CollgCr     1Story      Reg           7     12.22096        1504
## 872       CollgCr     1Story      Reg           8     12.54076        1822
## 873       CollgCr     1Story      Reg           7     12.25486        1417
## 874       CollgCr     2Story      Reg           7     12.29911        1057
## 875       CollgCr     2Story      Reg           7     12.16003         880
## 876       CollgCr     1Story      Reg           7     12.08954        1212
## 877       CollgCr     1Story      Reg           7     12.26905        1630
## 878       CollgCr     1Story      Reg           6     11.87757         848
## 879       CollgCr     1Story      Reg           6     11.84940         848
## 880       CollgCr     1Story      Reg           8     12.58861        1578
## 881       CollgCr     2Story      IR1           7     12.15478         864
## 882       CollgCr     1Story      Reg           7     12.15478        1500
## 883       CollgCr     2Story      Reg           6     12.06393         738
## 884       CollgCr     2Story      Reg           6     12.04355         608
## 885       Edwards     1Story      Reg           4     11.58989           0
## 886       Edwards     1Story      Reg           5     12.02575        1486
## 887       Edwards     1Story      Reg           4     11.51293         816
## 888       Edwards     SFoyer      Reg           7     12.19854           0
## 889       Edwards     2Story      IR1           6     11.97980         690
## 892       Edwards     1Story      IR1           9     12.67608        1698
## 893       Edwards     SFoyer      Reg           6     11.88793         547
## 894       Edwards     1Story      Reg           5     11.67844         698
## 895       Edwards     1Story      Reg           4     11.35041         876
## 898       Edwards     1Story      Reg           5     11.51192         864
## 900       Edwards     1Story      Reg           5     11.69441        1678
## 903       Edwards     1.5Fin      Reg           6     11.60824         684
## 904       Edwards     1.5Fin      Reg           5     11.71178         720
## 909         SWISU     1.5Fin      Reg           6     11.84582         778
## 910         SWISU     2.5Fin      Reg           7     12.19096         824
## 911         SWISU     2Story      Reg           6     11.56172         583
## 913       Crawfor     1Story      Reg           6     11.90158         816
## 914         SWISU     1.5Fin      Reg           6     11.83102         976
## 915         SWISU     2Story      Reg           7     11.95118         560
## 916       Crawfor     1.5Fin      Reg           6     12.08391         896
## 917         SWISU     1.5Fin      Reg           7     11.88449         861
## 918       Crawfor     2Story      Reg           7     11.82774         600
## 919       Crawfor     2Story      Reg           7     12.36308        1276
## 921       Crawfor     2Story      IR1           6     12.08673         771
## 923       Crawfor     1Story      IR1           5     11.95118        1273
## 924       Crawfor     1Story      IR1           5     12.00457         876
## 925       Crawfor     1.5Fin      IR1           5     11.95054         731
## 926       Crawfor     2.5Unf      IR1           7     12.23077         920
## 927       Crawfor     1Story      Reg           5     11.88311        1112
## 928       Crawfor     2Story      Reg           7     12.06968         704
## 929       Crawfor     1Story      IR1           6     12.17045        1561
## 931       Crawfor     1Story      Reg           6     11.97351        1092
## 932       Crawfor     1Story      Reg           6     12.31940        1310
## 933       Blueste     2Story      Reg           6     11.65269         516
## 934       Blueste     2Story      Reg           6     11.82774         561
## 935       Blueste     2Story      Reg           6     11.70355         561
## 936       Blueste     2Story      Reg           6     11.72804         561
## 937       Crawfor       SLvl      IR1           6     12.24529         572
## 939       Crawfor     1Story      IR1           6     12.31043         880
## 940        IDOTRR     2Story      Reg           5     11.89819         672
## 941        IDOTRR     2Story      Reg           5     11.71994         760
## 942        IDOTRR     2Story      Reg           5     11.26446         596
## 947       Mitchel     2Story      Reg           8     12.43321        1107
## 949       Mitchel     1Story      IR1           7     12.38839        1710
## 950       Mitchel     2Story      IR1           6     12.27839         804
## 951       Mitchel     SFoyer      Reg           6     11.96049         902
## 952       Mitchel     SFoyer      Reg           6     12.06105         957
## 953       Mitchel     1.5Fin      Reg           5     11.74404           0
## 954       Mitchel       SLvl      IR1           7     12.06105        1188
## 958        Timber     1Story      IR1           9     12.66191        1620
## 960        Timber     1Story      IR1           9     12.92391        2190
## 961        Timber     1Story      IR1           9     12.66508        1641
## 962        Timber     1Story      IR1           8     12.21106        1466
## 963        Timber     1Story      IR1           6     12.07254        1392
## 964        Timber     2Story      IR1           6     12.22588         712
## 966        Timber     1Story      IR1           8     12.30138        1267
## 968        Timber     1Story      Reg           9     12.66033        1838
## 969        Timber     1Story      IR1           9     12.95984        1978
## 970       Mitchel     1Story      IR1           5     11.84582        1008
## 972       Mitchel     1Story      Reg           6     11.99535        1204
## 973       Mitchel     1Story      Reg           6     12.01370        1224
## 974       MeadowV       SLvl      Reg           4     11.41861         462
## 975       Mitchel     1Story      Reg           5     11.77529         864
## 976       MeadowV     SFoyer      Reg           4     11.36210         630
## 977       Mitchel     1Story      IR1           5     11.98293        1188
## 978       MeadowV     SFoyer      Reg           4     11.28978         630
## 979       MeadowV     2Story      Reg           4     11.48247         546
## 980       MeadowV     2Story      Reg           4     11.38509         546
## 981       Mitchel     SFoyer      IR1           5     11.78980         796
## 982       Mitchel       SLvl      Reg           6     11.78486         384
## 983       Mitchel     SFoyer      IR1           5     12.01673        1097
## 984       Mitchel     1Story      IR1           5     11.62625         833
## 985       Mitchel     SFoyer      Reg           5     11.91170         828
## 986       Mitchel     1.5Fin      IR1           5     11.87060         796
## 987       Mitchel     2Story      Reg           5     11.77529         624
## 988       Mitchel     1Story      IR1           6     12.18587        1567
## 989       Mitchel     2Story      IR1           5     12.06105         784
## 991         NAmes     1Story      IR1           6     12.37792        1205
## 992         NAmes     2Story      Reg           6     12.23999         952
## 993       Gilbert     2Story      IR1           6     12.14153         926
## 994       Gilbert     2Story      Reg           6     12.01370         680
## 995       Gilbert     2Story      IR1           6     12.18332         926
## 996       Gilbert     2Story      IR1           6     12.16525         943
## 997       Gilbert     2Story      IR2           6     12.06105         916
## 998       Gilbert     1Story      IR1           5     12.08898        1348
## 999       Gilbert     2Story      IR2           7     12.07254         729
## 1000      StoneBr     1Story      Reg           8     12.56375        1593
## 1002      StoneBr     1Story      IR1           8     12.10071        1337
## 1003      StoneBr     1Story      IR1           8     12.10071        1280
## 1004      Gilbert     2Story      IR1           6     12.10625         926
## 1005      Gilbert     2Story      IR1           6     12.11724         932
## 1006      Gilbert     2Story      Reg           6     12.14420         773
## 1007      Gilbert     2Story      IR1           7     12.17819         712
## 1008      Gilbert     2Story      Reg           6     12.12811         836
## 1009      StoneBr     1Story      IR1           8     12.14950        1228
## 1010      StoneBr     1Story      IR1           8     12.14685        1337
## 1011      StoneBr     2Story      IR1           8     12.77987        1168
## 1012      StoneBr     2Story      IR1           9     12.69158        1122
## 1013      StoneBr     1Story      IR1           9     12.86618        1884
## 1015      StoneBr     1Story      Reg           9     12.71890        1710
## 1016      Gilbert     1Story      IR1           6     11.79810        1488
## 1017       NWAmes     2Story      IR1           7     12.27839         791
## 1018       NWAmes     1Story      IR1           7     12.33050        1675
## 1019       NWAmes     1Story      IR1           6     12.07539        1422
## 1020       NWAmes     1Story      IR1           7     12.11121        1260
## 1021       NWAmes     1Story      IR1           7     12.36734        2048
## 1022       NWAmes     1Story      Reg           7     12.30138        1782
## 1023       NWAmes     2Story      IR1           6     12.51356        1330
## 1024       NWAmes     1Story      Reg           6     11.98916        1211
## 1027       NWAmes     2Story      Reg           5     11.89751         720
## 1030       NWAmes     1Story      Reg           6     11.98230        1444
## 1031       NWAmes     2Story      Reg           7     12.23077         803
## 1032       NWAmes     1Story      Reg           5     11.96400        1176
## 1033       NWAmes     2Story      IR1           8     12.63134        1236
## 1034        NAmes     2Story      Reg           5     11.79810         896
## 1035        NAmes     1Story      Reg           6     11.92504        1054
## 1036        NAmes     1Story      Reg           4     11.62536         936
## 1037        NAmes     1Story      Reg           5     11.71994         864
## 1038        NAmes     1Story      IR1           4     11.61954         864
## 1040       BrDale     2Story      Reg           6     11.54636         483
## 1041       BrDale     2Story      Reg           6     11.51293         483
## 1042       BrDale     2Story      Reg           6     11.51791         483
## 1043       BrDale     2Story      Reg           6     11.57119         483
## 1045       BrDale     2Story      Reg           6     11.40199         483
## 1046       BrDale     2Story      Reg           5     11.62402         630
## 1048      NPkVill     2Story      Reg           6     11.87060         855
## 1049      NPkVill     1Story      Reg           7     11.90834        1055
## 1050        NAmes     1Story      Reg           5     11.60824         864
## 1057      NridgHt     1Story      Reg           8     12.94204        2418
## 1058      NridgHt     1Story      IR1           9     12.85579        1950
## 1060      NridgHt     2Story      Reg          10     13.03898        1620
## 1061      NridgHt     2Story      IR1           9     12.84529        1414
## 1062      NridgHt     2Story      Reg           8     12.42922         948
## 1063      NridgHt     2Story      IR1           8     12.66350        1148
## 1064      NridgHt     1Story      Reg          10     13.32938        2535
## 1065      NridgHt     2Story      IR1           9     12.92999        1572
## 1066      NridgHt     2Story      Reg           7     12.55673         998
## 1067      NridgHt     1Story      IR1           8     12.55673        1603
## 1068      NridgHt     2Story      Reg           8     12.95098        1479
## 1069      NridgHt     2Story      IR1           8     12.82126        1765
## 1072      NridgHt     1Story      IR3           7     12.16525        1367
## 1073      NridgHt     1Story      IR1           8     12.52088        1518
## 1074      NridgHt     1Story      IR1           9     12.49125        1684
## 1076      NridgHt     1Story      Reg           8     12.36414        1342
## 1077      NridgHt     1Story      Reg           8     12.29911        1342
## 1078      NridgHt     2Story      Reg           7     11.95118         764
## 1079      NridgHt     2Story      Reg           7     11.94471         764
## 1080      NridgHt     1Story      Reg           7     12.24047        1358
## 1081      Blmngtn     1Story      Reg           7     12.18075        1415
## 1082      Blmngtn     1Story      Reg           7     12.30134        1393
## 1083      Blmngtn     1Story      Reg           7     12.16003        1346
## 1084      Blmngtn     1Story      Reg           7     11.98227        1266
## 1086      Gilbert     2Story      IR1           6     12.09514         789
## 1087      Gilbert     2Story      IR1           6     12.17045         839
## 1088      Gilbert       SLvl      IR1           7     12.15478         856
## 1089      Gilbert     2Story      IR1           6     12.07824         728
## 1090      Gilbert     2Story      IR1           7     12.14420         840
## 1091      Gilbert     2Story      IR1           7     12.26905         847
## 1093      Gilbert     2Story      IR1           6     12.13619         936
## 1094      Gilbert     2Story      IR1           7     12.33160         982
## 1095      Gilbert     2Story      IR1           7     12.12269         788
## 1096      Gilbert     2Story      Reg           7     12.07824         707
## 1097      Gilbert     2Story      IR1           7     12.32386        1037
## 1098      Gilbert     2Story      IR1           7     12.13296         831
## 1099      NoRidge     2.5Unf      Reg           8     12.55849        1173
## 1100      NoRidge     2Story      Reg           8     12.66033        1470
## 1101      NoRidge     2Story      IR1           8     12.42922        1145
## 1102      NoRidge     2Story      Reg           9     12.58108        1519
## 1103      NoRidge     1Story      IR1           8     12.76569        1982
## 1104      NoRidge     2Story      IR1           7     12.54076        1064
## 1105      NoRidge     2Story      IR1           8     12.57764        1242
## 1106      NoRidge     1Story      IR1           8     12.76569        2109
## 1107      NoRidge     2Story      Reg           7     12.73964        1311
## 1108      NoRidge     2Story      Reg           7     12.56898        1080
## 1109      NoRidge     2Story      IR1           7     12.50987        1223
## 1110      NoRidge     1Story      IR1           8     12.61653        1986
## 1112      Somerst     2Story      IR1           6     12.27373         894
## 1113      Somerst     1Story      IR1           8     12.35449        1574
## 1114      Somerst     1Story      IR1           7     12.38839        1578
## 1116      Somerst     1Story      Reg           8     12.40901        1563
## 1118      Somerst     2Story      Reg           8     12.45683        1341
## 1120      Somerst     1Story      Reg           8     12.41714        1460
## 1124      Somerst     2Story      Reg           7     12.33138         866
## 1125      Somerst     2Story      Reg           8     12.42922        1053
## 1126      Somerst     2Story      Reg           7     12.42922        1026
## 1128      Somerst     2Story      Reg           7     12.23539         813
## 1129      Somerst     1Story      Reg           8     12.45293        1660
## 1131      Somerst     2Story      IR1           6     12.24289         864
## 1132      SawyerW     1Story      Reg           7     11.85652        1080
## 1133      SawyerW     2Story      Reg           6     12.14420         835
## 1134      SawyerW     2Story      Reg           7     12.16785         835
## 1135      SawyerW     1Story      Reg           6     11.89136        1175
## 1136      SawyerW     1Story      Reg           5     11.97666        1114
## 1137      SawyerW     1Story      Reg           6     11.95118        1114
## 1138      SawyerW     2Story      IR1           6     12.06105         798
## 1139      SawyerW     1Story      Reg           7     12.04355        1162
## 1140      SawyerW     2Story      IR1           6     12.11176         754
## 1141      SawyerW     2Story      IR1           6     12.00151         886
## 1142      SawyerW     1Story      Reg           6     12.17303        1408
## 1143      SawyerW     2Story      IR2           7     12.14950         832
## 1144      SawyerW     2Story      Reg           6     12.15741         827
## 1145      SawyerW     2Story      Reg           7     12.07254         836
## 1146      SawyerW     1Story      Reg           6     12.09626        1278
## 1147      SawyerW     2Story      IR1           6     12.13886         832
## 1148      SawyerW     1Story      Reg           6     12.17045        1604
## 1149      SawyerW     1Story      Reg           6     11.94406        1199
## 1150       Sawyer     1Story      Reg           5     11.75979         984
## 1151       Sawyer     1Story      IR2           5     11.87757         912
## 1152       Sawyer     1Story      Reg           5     11.81303         864
## 1153       Sawyer     1Story      Reg           5     11.65269         890
## 1155       Sawyer     1Story      IR1           6     11.86358         912
## 1156      Veenker     1Story      Reg           6     12.16525        1430
## 1157       Sawyer     1.5Fin      Reg           5     11.84940        1001
## 1158      NoRidge     2Story      IR1           6     12.57764         930
## 1159      NoRidge     1.5Fin      Reg           9     12.82799        1848
## 1160      Somerst     1Story      IR2           7     12.18587        1391
## 1161      Somerst     2Story      IR1           7     12.05467         625
## 1162      Somerst     1Story      IR1           7     12.08954        1235
## 1163      Somerst     2Story      Reg           6     12.01370         600
## 1166      Somerst     2Story      Reg           7     12.09737         744
## 1167      Somerst     2Story      Reg           6     12.06047         744
## 1168      Somerst     1Story      IR1           9     12.61154        1614
## 1169      Somerst     1Story      IR1           9     12.56024        1310
## 1170      Somerst     1Story      IR1           9     12.57764        1419
## 1171      Somerst     1Story      IR1           9     12.62807        1557
## 1173      Somerst     2Story      Reg           7     11.98293         600
## 1174      Somerst       SLvl      Reg           7     12.04355         672
## 1175      Somerst     2Story      IR1           7     12.31493         858
## 1176      Somerst     2Story      Reg           8     12.04355         960
## 1177      Somerst     2Story      Reg           8     12.20607         960
## 1178      Somerst     2Story      IR1          10     12.75130         970
## 1179      Veenker     1Story      IR2           8     12.41105        1260
## 1180      Veenker     1Story      IR2           8     12.28995        1230
## 1181      Veenker     1Story      IR1           8     12.68850        1719
## 1182      Veenker     1Story      IR1           6     11.99843        1232
## 1183      Veenker     2Story      IR1           9     11.91839         994
## 1184      Veenker     1Story      Reg           8     12.57764        1426
## 1185      Somerst     2Story      Reg           7     12.23077         952
## 1186       NWAmes     1Story      Reg           7     12.06681        1304
## 1187       NWAmes       SLvl      IR1           6     12.11724        1427
## 1188       NWAmes     1Story      Reg           6     11.91839        1740
## 1190       NWAmes     1Story      IR1           7     12.27839        1620
## 1191       NWAmes     1Story      Reg           5     11.85296        1625
## 1192       NWAmes     2Story      Reg           6     12.38839        1522
## 1193        NAmes     2Story      Reg           5     11.85652         732
## 1194        NAmes     1Story      Reg           5     11.89819         912
## 1195        NAmes     1Story      Reg           5     11.81303         912
## 1196        NAmes     1Story      IR1           5     11.88449        1728
## 1197        NAmes     1Story      IR1           5     11.86780        1728
## 1198       NWAmes     1Story      IR1           5     11.81303        1656
## 1199       NWAmes     2Story      IR1           7     12.04355         825
## 1200       NWAmes     2Story      IR1           8     12.61087        1142
## 1201       NWAmes     2Story      Reg           6     12.12811         901
## 1202       NWAmes     2Story      Reg           6     12.06105         800
## 1203        NAmes     SFoyer      IR1           7     12.09178         944
## 1204       NWAmes     2Story      Reg           7     12.07824         832
## 1205        NAmes     1Story      IR1           5     11.49272           0
## 1206        NAmes     1Story      IR1           4     11.59918         907
## 1207        NAmes     1Story      IR1           4     11.81857         952
## 1208        NAmes     1Story      Reg           5     11.95118        1120
## 1209        NAmes     1Story      IR1           6     12.10349        1425
## 1210        NAmes       SLvl      Reg           6     12.07197        1127
## 1211        NAmes     1Story      Reg           6     11.84940        1136
## 1212        NAmes     1Story      Reg           6     11.88449        1092
## 1213        NAmes       SLvl      Reg           5     12.10016        1219
## 1214        NAmes       SLvl      Reg           6     12.03469        1248
## 1216        NAmes     1Story      IR1           5     11.88793        1053
## 1217        NAmes     1Story      IR1           6     11.86358        1252
## 1218        NAmes     1Story      IR1           4     11.85652        1100
## 1219        NAmes     1Story      IR1           5     11.93819        1118
## 1220      BrkSide     1Story      IR1           3     11.19134           0
## 1222      BrkSide     1.5Unf      Reg           5     11.67844         991
## 1223      BrkSide     2Story      IR1           4     11.37366         348
## 1224        NAmes     1Story      Reg           5     11.86005        1296
## 1226        NAmes     1Story      Reg           5     11.86005         572
## 1227        NAmes       SLvl      Reg           6     12.01673         992
## 1228        NAmes     1Story      Reg           5     11.63426        1036
## 1229        NAmes     2Story      IR1           7     12.21503         864
## 1230        NAmes     1Story      IR1           6     12.00151        1362
## 1231        NAmes     1Story      Reg           5     11.84904        1144
## 1233        NAmes       SLvl      IR1           6     12.01370        1099
## 1234        NAmes     2Story      Reg           6     12.33271        1104
## 1235        NAmes     1Story      IR1           5     11.81303        1098
## 1236        NAmes     1Story      Reg           5     11.72804        1144
## 1237        NAmes     1Story      Reg           5     11.84940         931
## 1238        NAmes     1Story      Reg           5     11.82408        1176
## 1239        NAmes     1Story      Reg           5     12.12811        1248
## 1240        NAmes     1Story      Reg           6     12.00151        1261
## 1241        NAmes     1Story      IR1           6     12.02455        1395
## 1242        NAmes     1Story      Reg           6     11.84223        1196
## 1243        NAmes     1Story      IR1           6     12.01974        1392
## 1244        NAmes     1Story      Reg           6     11.82041        1080
## 1245        NAmes     1Story      Reg           5     11.79810        1104
## 1246        NAmes     1Story      Reg           5     11.66135         720
## 1247        NAmes     1Story      IR1           5     11.83138        1152
## 1248        NAmes     1Story      Reg           5     11.77529         984
## 1249        NAmes     1Story      Reg           6     12.10071         998
## 1254        NAmes     1Story      Reg           5     11.89136        1824
## 1255      OldTown     1Story      Reg           4     11.40645           0
## 1256      OldTown     1.5Fin      Reg           5     11.64395         747
## 1257        NAmes     1.5Fin      Reg           5     11.84940         913
## 1258      OldTown     1Story      Reg           4     11.37251         672
## 1259      OldTown     1.5Fin      Reg           5     11.84223         892
## 1260      OldTown     2Story      Reg           4     11.57355           0
## 1261        NAmes     2Story      IR1           6     12.04942         858
## 1262        NAmes     1Story      IR1           5     11.84223         912
## 1263        NAmes     1Story      IR1           7     12.13350        1312
## 1264        NAmes     1Story      IR1           6     11.96400        1253
## 1265        NAmes     1Story      IR1           6     11.90497        1081
## 1266        NAmes     1Story      IR2           7     12.39669         585
## 1267        NAmes     1Story      Reg           5     11.66135         105
## 1271        NAmes     1Story      Reg           5     11.97666        1256
## 1272        NAmes     1Story      Reg           5     11.74324        1027
## 1273        NAmes     1Story      Reg           5     11.95118        1269
## 1274        NAmes     1.5Fin      Reg           6     11.83501         768
## 1275        NAmes     1.5Unf      Reg           6     11.63071         936
## 1276        NAmes     1.5Unf      Reg           6     11.56647         832
## 1277        NAmes     1.5Fin      Reg           6     11.75587         854
## 1279        NAmes     1.5Fin      Reg           5     11.91839         768
## 1280        NAmes     1Story      Reg           5     11.60368         825
## 1281        NAmes     2Story      Reg           6     11.84940         780
## 1282        NAmes     2Story      Reg           6     12.03112         780
## 1283        NAmes     1Story      Reg           5     11.82679        1117
## 1285      OldTown     1Story      IR3           5     11.19821         680
## 1286      OldTown     2Story      Reg           5     11.96718         650
## 1287      OldTown     1.5Fin      Reg           5     11.71668         780
## 1288      OldTown     2Story      Reg           5     11.61729         680
## 1290      OldTown     1Story      Reg           5     11.06664         672
## 1291      OldTown     2.5Unf      Reg           6     11.84582         728
## 1292      OldTown     1.5Fin      Reg           4     11.67844         828
## 1295      OldTown     1.5Fin      Reg           5     11.71382         936
## 1296      OldTown     1Story      Reg           7     11.69525         931
## 1297      OldTown     1.5Fin      Reg           6     11.95118         884
## 1298      OldTown     1Story      Reg           5     11.26446         481
## 1299      OldTown     1.5Fin      Reg           5     11.46163         684
## 1301      OldTown     1Story      Reg           5     11.89819         924
## 1302      OldTown     1.5Fin      Reg           5     11.84940         904
## 1304      OldTown     1Story      Reg           5     11.63071         928
## 1305      OldTown     1Story      Reg           4     11.58896         901
## 1307      OldTown     2.5Fin      Reg           7     12.59473        1470
## 1308      OldTown     2Story      Reg           5     11.84582         797
## 1309      OldTown     1.5Fin      IR1           5     11.94406         876
## 1310      OldTown     2Story      Reg           7     11.79056         624
## 1312      OldTown     1.5Fin      Reg           5     11.64395         346
## 1313      OldTown     2Story      Reg           5     11.77529         973
## 1314      OldTown     2.5Unf      Reg           6     11.77144         735
## 1315      OldTown     2Story      Reg           5     11.77066         572
## 1316      OldTown     2Story      Reg           7     11.98916         689
## 1317      OldTown     1.5Fin      Reg           6     12.00151         482
## 1318      OldTown     2.5Unf      Reg           6     11.75979         742
## 1319      OldTown     2Story      Reg           8     11.71178         684
## 1320      OldTown     1.5Fin      Reg           7     11.66907         572
## 1321      OldTown     2.5Unf      Reg          10     12.69158        1237
## 1323      OldTown     2Story      Reg           7     12.12269        1313
## 1324      OldTown     1Story      Reg           5     11.60824         984
## 1325      OldTown     1.5Fin      Reg           5     11.78676        1050
## 1326      OldTown     1Story      Reg           5     11.48247           0
## 1327      OldTown     1Story      Reg           4     11.65703         869
## 1328      BrkSide     1Story      IR1           5     11.83501        1008
## 1330      BrkSide     1Story      Reg           5     11.28351         742
## 1331      BrkSide     1.5Fin      Reg           5     11.93819        1024
## 1332      BrkSide     1.5Unf      Reg           5     11.60368         784
## 1333      BrkSide     1.5Fin      Reg           5     11.72804         672
## 1334      BrkSide     2Story      Reg           6     11.57965         554
## 1335      BrkSide     1.5Fin      Reg           6     12.01309         981
## 1336      BrkSide     1Story      Reg           5     11.68688         949
## 1337      BrkSide     1.5Fin      Reg           6     11.69525         862
## 1338      BrkSide     1.5Fin      Reg           6     11.96400         825
## 1339      BrkSide     1.5Fin      Reg           6     11.56172         739
## 1340      BrkSide     1.5Unf      Reg           6     11.63514         992
## 1341      BrkSide     1.5Fin      IR1           5     11.65269         565
## 1343      BrkSide     1.5Fin      Reg           4     11.71994         704
## 1345      BrkSide     1.5Fin      Reg           5     12.00089        1078
## 1347      OldTown     2Story      Reg           5     11.72400        1100
## 1349      BrkSide     2Story      IR1           6     11.75979         611
## 1350      BrkSide     1Story      IR1           4     11.13459         520
## 1352      BrkSide     1.5Fin      Reg           6     12.24047         833
## 1353      BrkSide     1.5Fin      Reg           7     12.12269        1026
## 1354      BrkSide     1.5Fin      Reg           6     11.99843         810
## 1355      BrkSide     1.5Fin      Reg           5     11.88449         883
## 1356      BrkSide     1Story      Reg           6     11.77529         816
## 1357      OldTown     2.5Unf      Reg           6     11.98293        1242
## 1358      OldTown     2Story      Reg           8     11.98916         588
## 1359      OldTown     1.5Fin      Reg           6     11.75587         796
## 1360       IDOTRR     1Story      IR1           6     11.44945         768
## 1363       IDOTRR     1.5Fin      Reg           5     11.69525         880
## 1364       IDOTRR     1Story      Reg           6     11.75587        1040
## 1365       IDOTRR     1.5Fin      Reg           6     11.75194         768
## 1366       IDOTRR     1.5Fin      IR1           6     11.40199         319
## 1367      OldTown     1Story      IR1           5     11.73607         825
## 1369       IDOTRR     1Story      Reg           5     11.35041         451
## 1370       IDOTRR     2Story      Reg           3     11.31904         536
## 1371       IDOTRR     1.5Fin      Reg           6     11.81303         756
## 1373       Sawyer     1Story      Reg           5     11.80560         952
## 1374       Sawyer     1.5Fin      Reg           5     11.81303         720
## 1376      Edwards     1.5Fin      Reg           5     11.75587         644
## 1378       Sawyer     1Story      Reg           5     11.77144        1040
## 1379       Sawyer       SLvl      Reg           6     11.96718        1008
## 1381       Sawyer     1Story      IR1           5     11.88449         992
## 1382       Sawyer     1Story      IR1           5     11.77529         894
## 1383       Sawyer     SFoyer      IR1           6     11.93819         450
## 1384       Sawyer     1Story      IR1           5     11.69525        1073
## 1385       Sawyer     SFoyer      IR1           5     11.93164        1060
## 1388       Sawyer     1Story      Reg           5     11.28978        1006
## 1389       Sawyer     1Story      IR1           5     11.91405        1228
## 1390       Sawyer     1Story      Reg           5     11.88380         960
## 1391       Sawyer     1Story      Reg           6     12.12811         988
## 1392       Sawyer     1Story      Reg           5     12.01370        1383
## 1393      ClearCr     1Story      Reg           6     12.36734        1602
## 1395       Sawyer     1Story      Reg           5     11.58989         672
## 1398       Sawyer       SLvl      Reg           5     11.87757         864
## 1399      ClearCr     1Story      Reg           6     12.06105        1291
## 1400      ClearCr     2Story      Reg           7     12.16525        1160
## 1401      ClearCr     1Story      IR1           7     12.40901        1524
## 1404      Edwards       SLvl      IR1           6     12.08391        1019
## 1405      Edwards     1.5Fin      Reg           7     11.74086         570
## 1406      Edwards     1Story      IR1           6     11.95118        1094
## 1407      ClearCr     1.5Fin      IR2           6     12.38839         907
## 1408      Edwards     1Story      Reg           5     12.46844        1580
## 1409      Edwards     1.5Fin      Reg           6     12.12811        1163
## 1410      Edwards     2Story      Reg           6     12.36734        1127
## 1411      Edwards     1Story      Reg           5     11.98230        1509
## 1412      Edwards     SFoyer      Reg           5     11.50892         864
## 1413      Edwards     2Story      Reg           6     11.80932         621
## 1414      Edwards     1.5Fin      Reg           5     11.68688         861
## 1415      Edwards     2Story      Reg           5     11.58525        1117
## 1416      Edwards     1Story      Reg           5     11.73607        1164
## 1417      Edwards     1.5Fin      Reg           6     11.27720         572
## 1418      Edwards     1.5Fin      Reg           5     11.46163         616
## 1419      SawyerW     2Story      Reg           7     12.47717        1475
## 1420      SawyerW     2Story      IR3           6     12.46844        1077
## 1421      SawyerW     1Story      Reg           7     12.33050        1602
## 1422      SawyerW     2Story      IR2           7     12.32386         812
## 1423      SawyerW       SLvl      IR1           7     12.34148         672
## 1425      CollgCr     1Story      IR1           8     12.42320        1615
## 1428      SawyerW     2Story      IR2           7     12.33710        1080
## 1429      SawyerW       SLvl      IR2           8     12.32386        1401
## 1430      ClearCr     1Story      IR1           6     12.18075        1182
## 1431      ClearCr     2Story      IR1           6     12.20607         616
## 1432      CollgCr     1Story      Reg           5     11.95118         990
## 1433      CollgCr     1Story      Reg           5     11.87757        1099
## 1434      CollgCr     1Story      IR2           5     11.88449         990
## 1435      CollgCr     1Story      IR1           7     12.32829        1418
## 1436      CollgCr     2Story      IR1           6     12.28164         864
## 1437      CollgCr     2Story      IR1           7     12.24289         782
## 1439      CollgCr     2Story      IR1           7     12.14420         880
## 1440      CollgCr     1Story      IR1           7     12.16003        1468
## 1441      CollgCr     1Story      IR1           7     12.30592        1494
## 1442      CollgCr     2Story      Reg           7     12.35234         963
## 1443      CollgCr     2Story      IR1           7     12.36734         928
## 1444      CollgCr     2Story      IR1           7     12.31717         920
## 1445      CollgCr     1Story      IR1           5     11.77721         938
## 1446      CollgCr       SLvl      Reg           5     11.91772         985
## 1447      CollgCr     1Story      IR1           5     11.97035         864
## 1448      CollgCr       SLvl      IR1           6     11.89819         940
## 1451      CollgCr     1Story      IR1           5     11.60824         924
## 1452      CollgCr     1Story      IR1           5     11.75194         864
## 1453      CollgCr     1Story      Reg           5     11.73527         780
## 1454      CollgCr     1Story      Reg           8     12.34583        1777
## 1455      CollgCr     2Story      Reg           8     12.37582        1128
## 1456      CollgCr     2Story      IR1           7     12.36734         992
## 1457      CollgCr     2Story      Reg           7     12.34801        1257
## 1458      CollgCr     2Story      IR1           8     12.34583        1004
## 1459      CollgCr     2Story      IR1           7     12.31268        1153
## 1460      CollgCr     2Story      Reg           8     12.56724        1055
## 1461      CollgCr     2Story      IR1           9     12.52088        1357
## 1462      CollgCr     1Story      IR2           8     12.61154        1778
## 1463      CollgCr     2Story      Reg           8     12.45254        1128
## 1464      CollgCr     2Story      Reg           7     12.32341         884
## 1465      CollgCr     2Story      IR2           7     12.38839        1129
## 1466      CollgCr     2Story      IR1           7     12.11724         798
## 1467      CollgCr     2Story      IR1           8     12.24047         850
## 1468      CollgCr     2Story      Reg           7     12.25486         915
## 1469      CollgCr     1Story      Reg           6     11.82408         848
## 1470      CollgCr     1Story      Reg           6     11.88449         848
## 1471      CollgCr     1Story      Reg           6     12.24961        1478
## 1473      CollgCr     1Story      Reg           7     12.27373        1536
## 1474      CollgCr     2Story      Reg           7     12.24769         856
## 1475      CollgCr     1Story      Reg           7     12.13619        1445
## 1476      CollgCr     1Story      Reg           7     12.25486        1436
## 1477      CollgCr     2Story      Reg           7     12.13296         770
## 1478      CollgCr     1Story      Reg           8     12.10016        1234
## 1479      CollgCr     1Story      Reg           7     12.29608        1564
## 1480      CollgCr     1Story      Reg           7     12.17045        1351
## 1481      CollgCr     2Story      Reg           7     12.14950         728
## 1482      CollgCr     1Story      Reg           6     11.91371         848
## 1483      CollgCr     1Story      Reg           6     11.85652         848
## 1484      CollgCr     1Story      Reg           6     11.91170         848
## 1485      CollgCr     1Story      Reg           6     11.88103         848
## 1486      Edwards     1Story      Reg           5     11.35041         796
## 1487      Edwards     1.5Fin      Reg           5     11.89068        1272
## 1489      Edwards     1Story      Reg           5     11.90158        1256
## 1490      Edwards     SFoyer      Reg           5     12.01370         456
## 1491      Edwards     1Story      Reg           6     11.81303        1127
## 1492      Edwards     1Story      Reg           5     11.58989         996
## 1493      Edwards     SFoyer      Reg           4     11.83138        1138
## 1494      Edwards     2Story      Reg           7     12.01612         746
## 1495      Edwards       SLvl      IR1           6     11.89819        1029
## 1496      Edwards     2Story      Reg           6     11.98605         684
## 1497      Edwards     1Story      Reg           4     12.07824        1132
## 1498      Edwards     1Story      IR1           5     12.55919           0
## 1500      Edwards       SLvl      Reg           6     11.90497         547
## 1501      Edwards     1Story      Reg           4     11.31447           0
## 1502      Edwards     1Story      Reg           4     11.31447           0
## 1503      Edwards     1Story      Reg           4     11.67844        1440
## 1504      Edwards     1Story      Reg           4     11.32055           0
## 1505      Edwards     1Story      Reg           4     11.42846         784
## 1506      Edwards     1.5Fin      Reg           5     11.69525         585
## 1508      Edwards     1Story      Reg           4     11.50288         911
## 1509      Edwards     1.5Fin      Reg           5     11.77913         768
## 1510      Edwards     1.5Fin      Reg           4     11.81303         941
## 1511      Edwards     1.5Fin      IR1           5     11.81673         816
## 1513      Edwards     1.5Fin      Reg           4     11.58989         949
## 1514      Edwards     1Story      Reg           5     11.49272         864
## 1515      Edwards     1Story      Reg           3     11.11245         864
## 1516        SWISU     2Story      Reg           5     11.81967         780
## 1517        SWISU     2Story      IR1           6     11.84940         672
## 1518        SWISU     2.5Fin      Reg           5     12.09793         720
## 1519        SWISU     1.5Fin      Reg           6     11.82408        1181
## 1520        SWISU     1Story      Reg           7     12.03172        1228
## 1522        SWISU     2Story      Reg           5     12.14950         612
## 1524      Crawfor     2Story      Reg           6     11.88449         644
## 1526      Crawfor     2Story      Reg           6     12.08391         840
## 1527      Crawfor     1.5Fin      Reg           6     11.90158         676
## 1528        SWISU     1Story      Reg           6     11.41861         768
## 1529      Crawfor     2Story      Reg           8     12.35017         798
## 1531      Crawfor     2Story      IR1           6     11.83501         784
## 1532      Crawfor     2Story      Reg           7     11.91170         776
## 1533      Crawfor     2Story      IR1           6     12.14791         715
## 1535      Crawfor     1.5Fin      IR1           5     11.60824         884
## 1536      Crawfor     1Story      IR1           6     11.55215        1091
## 1538      Crawfor     1.5Fin      IR1           8     12.85055         728
## 1539      Crawfor     1.5Fin      IR1           7     12.64915         798
## 1540      Crawfor     1.5Fin      Reg           7     12.48143         832
## 1541      Crawfor     1Story      IR1           5     12.37370        1898
## 1542      Crawfor     1Story      IR1           6     12.31940        1296
## 1543      Blueste     2Story      Reg           6     11.66565         516
## 1544      Blueste     2Story      Reg           6     11.92504         716
## 1545       IDOTRR     1Story      Reg           6     11.74404         894
## 1546       IDOTRR     1.5Fin      Reg           6     11.69525         720
## 1547       IDOTRR     1Story      Reg           4     10.91509         796
## 1548       IDOTRR     1Story      Reg           6     11.69941         816
## 1549       IDOTRR     1Story      Reg           5     11.69941         740
## 1550       IDOTRR     1.5Fin      Reg           5     11.68688         780
## 1552       IDOTRR     1Story      Reg           5     11.50791         520
## 1553       IDOTRR     1.5Fin      Reg           5     12.01673        1151
## 1562      Crawfor     1Story      IR1           7     12.42922        1594
## 1563      Crawfor     1Story      IR1           8     12.52453        1594
## 1564      Mitchel     1Story      IR2           7     12.61154        1840
## 1565      Mitchel     1Story      IR1           8     12.50987        1568
## 1566      Mitchel     2Story      Reg           7     12.26905         910
## 1567      Mitchel       SLvl      Reg           6     12.04942        1096
## 1568      Mitchel     1Story      Reg           6     12.05234        1196
## 1570      Mitchel     1Story      Reg           4     12.33929        1680
## 1572       Timber     1Story      IR1           7     12.39462        1277
## 1574       Timber     1Story      IR1           8     12.59134        1518
## 1577       Timber       SLvl      Reg           5     12.05815         352
## 1578       Timber       SLvl      Reg           5     12.02874         384
## 1580       Timber     1Story      IR1           6     11.91839        1495
## 1582       Timber     1Story      Reg           6     12.10071        1256
## 1584       Timber     1Story      IR1           8     12.35665        1432
## 1585       Timber     1Story      IR1           6     12.18075        1666
## 1586       Timber     2Story      Reg           8     12.62807        1482
## 1587       Timber     1Story      IR1           8     12.60737        1884
## 1588       Timber     1Story      IR1           8     12.82126        1964
## 1592      Mitchel     1Story      Reg           6     11.98605        1189
## 1593      Mitchel     SFoyer      Reg           4     12.06105        1200
## 1594      MeadowV     1Story      Reg           5     11.72804        1040
## 1595      MeadowV     2Story      Reg           5     11.65269         264
## 1596      MeadowV     2Story      Reg           5     11.77144         550
## 1597      MeadowV     SFoyer      Reg           4     11.56172         526
## 1598      MeadowV       SLvl      Reg           4     11.46058         462
## 1599      Mitchel     1Story      IR1           5     11.93492        1113
## 1600      MeadowV     2Story      Reg           6     11.49272         546
## 1601      MeadowV     SFoyer      Reg           4     11.30220         630
## 1602      Mitchel     1Story      Reg           5     11.63514         988
## 1603      Mitchel     1Story      Reg           5     11.76368         816
## 1604      Mitchel     1Story      IR1           5     11.69107         876
## 1605      Mitchel     1Story      Reg           5     11.77913         816
## 1606      Mitchel     1Story      Reg           5     11.83501         816
## 1607      Mitchel     1Story      Reg           5     11.80932         845
## 1609      Mitchel     1Story      Reg           5     11.83138         864
## 1612        NAmes     1Story      Reg           6     12.02754        1587
## 1613        NAmes     1Story      Reg           7     12.02575        1277
## 1614        NAmes     1Story      IR1           7     12.40492        2223
## 1615        NAmes     1Story      IR1           8     12.49874        2217
## 1616      Gilbert     2Story      IR1           7     12.32386         847
## 1617      Gilbert     2Story      IR1           6     12.03172         806
## 1618      Gilbert     2Story      IR2           6     12.08391         794
## 1619      Gilbert     2Story      IR1           6     12.03765         916
## 1620      Gilbert       SLvl      IR1           6     11.99226         384
## 1621      StoneBr     1Story      Reg           8     12.43321        1494
## 1622      Gilbert       SLvl      IR1           6     11.98293         392
## 1624      Gilbert     2Story      Reg           7     12.09374         691
## 1625      Gilbert     1Story      Reg           7     12.07824        1237
## 1626      Gilbert     2Story      Reg           6     12.22588         938
## 1627      Gilbert     1Story      IR1           7     11.98293        1168
## 1628      Gilbert       SLvl      IR1           7     11.98293         384
## 1629      Gilbert       SLvl      IR1           7     12.00701         384
## 1630      Gilbert     2Story      IR1           6     12.03172         903
## 1632      StoneBr     1Story      Reg           8     12.04355        1074
## 1634      StoneBr     1Story      IR1           8     12.11176        1166
## 1635      StoneBr     1Story      IR1           8     12.26434        1312
## 1636      StoneBr     1Story      IR1           9     12.84113        1922
## 1637      StoneBr     2Story      IR1           8     12.76359        1149
## 1640      StoneBr     1Story      IR1           9     12.67576        1612
## 1642      StoneBr     1Story      IR1           8     12.99890        2220
## 1644       NWAmes     1Story      IR1           6     12.11669        1440
## 1647       NWAmes     2Story      Reg           7     12.07824         725
## 1648       NWAmes     1Story      Reg           7     12.26905        1529
## 1649       NWAmes     2Story      IR1           7     12.16525         780
## 1650       NWAmes     2Story      Reg           7     12.15478         808
## 1651       NWAmes     2Story      IR1           6     12.18075         848
## 1652       NWAmes       SLvl      IR1           6     11.90497        1032
## 1653       NWAmes     1Story      Reg           6     11.92834        1153
## 1654       NWAmes       SLvl      Reg           7     12.19096         539
## 1655       NWAmes     1Story      Reg           6     12.16707        1259
## 1657       NWAmes     1Story      IR1           6     12.04355        1625
## 1658       NWAmes     1Story      IR1           5     12.07254        1484
## 1659       NWAmes     2Story      Reg           6     12.07254         702
## 1660       NWAmes     2Story      Reg           7     12.19552         793
## 1661       NWAmes       SLvl      IR1           7     12.06681        1228
## 1662       NWAmes     2Story      Reg           6     12.09458        1084
## 1663        NAmes       SLvl      Reg           5     11.84223         372
## 1664        NAmes     1Story      IR1           6     11.87235         981
## 1665        NAmes     2Story      IR1           7     12.12269         725
## 1667        NAmes     1Story      Reg           5     11.79810         914
## 1668        NAmes     1Story      IR1           5     11.69107         950
## 1669        NAmes     1Story      Reg           4     11.71994         858
## 1670        NAmes     1Story      IR1           4     11.60824         858
## 1671        NAmes     1Story      Reg           4     11.75979         914
## 1672        NAmes     1Story      Reg           4     11.69941         864
## 1673        NAmes     SFoyer      Reg           7     11.79810         723
## 1674        NAmes     1Story      IR1           6     11.95118        1337
## 1675        NAmes     1Story      IR2           6     12.08391        1405
## 1676       BrDale     2Story      Reg           6     11.63956         525
## 1677       BrDale     2Story      Reg           6     11.63514         672
## 1678       BrDale     2Story      Reg           6     11.64132         672
## 1679       BrDale     2Story      Reg           5     11.57119         630
## 1681      NPkVill     1Story      IR1           6     11.75979        1078
## 1682      NPkVill     2Story      Reg           6     11.95118         804
## 1683      NPkVill     1Story      Reg           7     11.86710        1061
## 1684        NAmes     1Story      Reg           5     11.76950         988
## 1694      NridgHt     1Story      Reg          10     13.01700        1994
## 1698      NridgHt     2Story      Reg           9     12.84793        2153
## 1699      NridgHt     1Story      IR1           8     12.42922        1626
## 1701      NridgHt     2Story      IR1           9     12.94324        1704
## 1704      NridgHt     2Story      Reg           8     12.66666        1143
## 1707      NridgHt     1Story      IR1           9     12.82665        1802
## 1708      NridgHt     2Story      IR1           8     12.74257        1706
## 1709      NridgHt     2Story      IR1           8     12.77705        1136
## 1710      NridgHt     2Story      Reg           8     12.76569        1317
## 1711      NridgHt     2Story      Reg           8     12.56024        1181
## 1713      NridgHt     1Story      IR1           7     12.41187        1614
## 1714      NridgHt     1Story      IR1           8     12.35750        1721
## 1716      NridgHt     1Story      IR1           6     12.17922        1362
## 1718      NridgHt     1Story      Reg           6     12.20607        1302
## 1719      NridgHt     1Story      IR1           6     12.24047        1362
## 1720      NridgHt     1Story      Reg           8     12.25248        1554
## 1721      NridgHt     1Story      Reg           8     12.25248        1554
## 1722      NridgHt     1Story      IR1           8     12.21850        1370
## 1723      NridgHt     1Story      IR1           9     12.54254        1577
## 1724      NridgHt     1Story      Reg           9     12.53358        1561
## 1727      NridgHt     1Story      Reg           7     12.20607        1405
## 1729      Gilbert     2Story      Reg           6     12.07824         768
## 1734      Gilbert     1Story      IR1           6     12.22096        1326
## 1744      Blmngtn     1Story      Reg           8     12.33050        1406
## 1746      Gilbert     1Story      IR3           7     12.46458        1530
## 1747      Gilbert       SLvl      IR2           7     12.14685         835
## 1748      Gilbert       SLvl      IR1           7     12.07254         384
## 1749      Gilbert     2Story      IR1           7     12.27839         847
## 1751      Gilbert     2Story      IR1           7     12.11997         840
## 1752      Gilbert       SLvl      IR1           7     12.01673         384
## 1753      Gilbert     2Story      Reg           7     12.25961         847
## 1755      Gilbert     2Story      IR1           7     12.29911         854
## 1756      Gilbert     2Story      Reg           6     12.07254         953
## 1757      Gilbert       SLvl      IR1           7     12.04355         384
## 1758      Gilbert     2Story      Reg           7     11.99535         660
## 1759      Gilbert     2Story      IR1           6     12.13886         915
## 1760      Gilbert     2Story      IR1           6     12.12811         941
## 1762      NoRidge     2Story      IR1           8     12.85970        1779
## 1763      NoRidge     2Story      Reg           8     12.42118         969
## 1764      NoRidge     1Story      Reg          10     13.05301        2633
## 1765      NoRidge     2Story      IR1           9     12.92391        1408
## 1766      NoRidge     2Story      IR1           8     12.68386        1389
## 1767      NoRidge     2Story      Reg           7     12.43718        1066
## 1769      NoRidge     2Story      IR1           7     12.50540        1117
## 1770      NoRidge     2Story      IR1           7     12.66271        1379
## 1772      NoRidge     2Story      IR1           8     12.57764        1318
## 1773      NoRidge     1Story      IR1           8     12.97154        3200
## 1774      NoRidge     2Story      Reg           8     12.47991        1105
## 1775      NoRidge     2Story      IR1           8     12.70685        1325
## 1778      Somerst     1Story      IR1           9     12.67608        1905
## 1779      Somerst     1Story      IR1           8     12.55293        1485
## 1780      Somerst     1Story      Reg           8     12.27839        1524
## 1782      Somerst     1Story      IR1           8     12.44902        1623
## 1787      Somerst     1Story      Reg           8     12.33271        1588
## 1788      Somerst     1Story      Reg           8     12.46844        1538
## 1790      Somerst     1Story      Reg           7     12.42521        1494
## 1791      Somerst     1Story      Reg           8     12.63460        1686
## 1792      Somerst     2Story      Reg           7     12.42922         982
## 1793      Somerst     2Story      Reg           8     12.30727        1302
## 1798      Somerst     2Story      Reg           8     12.50618        1088
## 1801      Somerst     1Story      Reg           8     12.42802        1656
## 1804      Somerst     1Story      IR1           8     12.44114        1685
## 1806      Somerst     2Story      IR1           8     12.73670        1580
## 1808      SawyerW     1Story      Reg           7     11.89819        1143
## 1809      SawyerW     1Story      Reg           5     11.91170        1094
## 1810      SawyerW     1Story      IR1           7     12.10625        1461
## 1811      SawyerW     2Story      IR1           6     12.21106         928
## 1812      SawyerW     2Story      IR2           6     12.16395         864
## 1813      SawyerW     1Story      Reg           7     12.09514        1349
## 1814      SawyerW     1Story      IR3           7     12.27839        1482
## 1815      SawyerW     1Story      Reg           6     12.09626        1575
## 1816      SawyerW     2Story      Reg           6     11.75979         630
## 1817      SawyerW     SFoyer      IR1           5     11.87757         840
## 1818      SawyerW     1Story      Reg           5     11.87757           0
## 1819       Sawyer     1Story      Reg           5     11.70148         894
## 1820       Sawyer     1Story      Reg           5     11.79434         970
## 1821       Sawyer     1Story      Reg           5     11.79056        1057
## 1822       Sawyer     1Story      IR1           5     11.79434         999
## 1823       Sawyer     1Story      Reg           4     11.76757        1040
## 1825       Sawyer     1Story      Reg           5     11.88449        1040
## 1826       Sawyer     1Story      IR1           5     11.76368         988
## 1827       Sawyer     1Story      IR1           5     11.74006         876
## 1828      Veenker     2Story      IR1           7     12.61154        1223
## 1829      Veenker     2Story      IR1           7     12.59134        1192
## 1830       Sawyer     1Story      IR1           5     11.76757        1037
## 1833      NoRidge     2Story      IR1           8     12.61818        1453
## 1834      NoRidge     1.5Fin      Reg           8     12.56024        1683
## 1835      Somerst     1Story      IR1           8     12.27373        1378
## 1843      Somerst     2Story      Reg           6     12.08108         744
## 1844      Somerst     2Story      Reg           6     12.07824         729
## 1845      Somerst     2Story      Reg           6     12.03469         756
## 1846      Somerst     2Story      Reg           6     12.08391         756
## 1847      Somerst     2Story      Reg           6     12.08391         756
## 1848      Somerst     2Story      IR2           7     11.91036         551
## 1849      Somerst     2Story      Reg           8     12.06681         776
## 1850      Somerst     2Story      IR1           7     12.38422         975
## 1851      Somerst     1Story      IR1           7     12.22588        1339
## 1852      Somerst     2Story      IR1           8     12.61487        1054
## 1853      Somerst     2Story      IR1           8     12.65236        1220
## 1854      Veenker     1Story      IR2           8     12.54147        1494
## 1855      Veenker     1Story      Reg           7     12.44902        2002
## 1856      Veenker       SLvl      IR1           5     12.17561        1360
## 1857      Veenker     1Story      IR1           5     12.29225        1437
## 1858       Greens     1Story      IR1           8     12.27256        1057
## 1859      Veenker       SLvl      Reg           6     12.13886         528
## 1860      Veenker     1Story      Reg           6     12.10901        1262
## 1861      Veenker     1Story      IR1           8     12.82933        2461
## 1862       Sawyer     1.5Fin      IR1           5     12.15478        1361
## 1863      Somerst     2Story      Reg           7     12.32829        1057
## 1864       NWAmes     1Story      Reg           6     11.87374         912
## 1865       NWAmes     2Story      Reg           6     12.38860        1008
## 1866       NWAmes     SFoyer      IR1           6     11.99843         973
## 1867       NWAmes     1Story      Reg           6     12.00762        1295
## 1868       NWAmes     1Story      IR1           7     12.12811        1124
## 1869       NWAmes     1Story      Reg           7     12.14685        1594
## 1870       NWAmes     2Story      Reg           7     12.44902        1148
## 1871       NWAmes     1Story      IR1           5     11.82704        1680
## 1872       NWAmes     1Story      IR1           6     11.97351        1093
## 1873       NWAmes     1Story      Reg           7     12.07539        1242
## 1874       NWAmes     1Story      Reg           6     11.75194        1052
## 1875        NAmes     1Story      Reg           5     11.75194         949
## 1876        NAmes     1Story      IR1           5     11.87060        1214
## 1877        NAmes     1Story      Reg           5     11.95761        1073
## 1879        NAmes     1Story      IR1           5     11.68688        1728
## 1880        NAmes     1Story      IR1           4     11.54248           0
## 1882        NAmes     1Story      IR1           6     11.92834         958
## 1883        NAmes     1Story      IR1           5     11.74800        1065
## 1884        NAmes       SLvl      Reg           6     11.88449         588
## 1885        NAmes     1Story      IR1           5     11.69525         912
## 1887        NAmes     1Story      IR1           5     11.57590           0
## 1888        NAmes     1Story      IR1           5     11.85296         864
## 1889        NAmes     1Story      IR1           5     11.83138         964
## 1890        NAmes     1Story      Reg           5     11.67504         894
## 1891        NAmes     1Story      Reg           7     12.00457        1174
## 1892        NAmes       SLvl      Reg           6     11.98916        1042
## 1894        NAmes     2Story      Reg           6     12.32163         845
## 1895        NAmes     1Story      IR1           6     11.89819        1130
## 1896        NAmes     1Story      Reg           6     12.20607        1592
## 1897        NAmes     1Story      IR1           6     12.11121        1144
## 1898        NAmes     1Story      Reg           5     11.92338        1063
## 1899        NAmes     1Story      Reg           4     11.53077           0
## 1900        NAmes     1Story      IR1           6     11.72804         932
## 1901        NAmes     1.5Unf      Reg           5     11.83863         822
## 1903      BrkSide     1Story      Reg           3     11.07442         666
## 1904      BrkSide     1.5Fin      Reg           3     11.06664         370
## 1905      BrkSide     1Story      Reg           5     11.62625         808
## 1906        NAmes     2Story      Reg           6     12.01370         816
## 1907        NAmes     1Story      Reg           5     11.87757        1078
## 1908        NAmes     2Story      Reg           5     11.82774         928
## 1909        NAmes     1.5Fin      Reg           5     11.56172         768
## 1910        NAmes     2Story      Reg           5     11.89478         728
## 1911        NAmes     1Story      Reg           5     11.74404        1560
## 1912        NAmes     SFoyer      IR1           5     12.07254         793
## 1913        NAmes       SLvl      IR1           6     11.97351        1218
## 1914        NAmes     1Story      Reg           5     11.64833         912
## 1915        NAmes     1.5Fin      Reg           5     11.87757         874
## 1917        NAmes     1Story      Reg           6     11.85652         936
## 1918        NAmes     1Story      IR1           5     11.78295        1008
## 1919        NAmes     1Story      Reg           5     11.86429        1053
## 1920        NAmes     1Story      Reg           5     11.84223        1056
## 1921        NAmes     1Story      Reg           6     11.96972        1442
## 1922        NAmes     1Story      Reg           5     11.84510        1056
## 1923        NAmes     1Story      IR1           6     11.91839        1244
## 1924        NAmes     1Story      Reg           5     11.69525        1144
## 1925        NAmes     1Story      Reg           6     12.07168        1331
## 1926        NAmes     1Story      Reg           5     11.66135         922
## 1927        NAmes     1Story      Reg           5     11.81303        1048
## 1928        NAmes     1Story      IR3           6     12.00457        1657
## 1929        NAmes     1Story      IR1           5     11.77529        1204
## 1930        NAmes     1Story      Reg           5     11.77144        1216
## 1931        NAmes     1Story      Reg           5     11.86358         864
## 1932        NAmes     1Story      Reg           5     11.76446        1560
## 1933        NAmes     1Story      Reg           6     11.73607         948
## 1934        NAmes     1Story      Reg           6     11.82041        1040
## 1935        NAmes     1Story      Reg           5     11.80932        1008
## 1936        NAmes     1Story      Reg           5     11.75194         925
## 1938        NAmes     1.5Fin      Reg           4     11.65269        1190
## 1939        NAmes     1Story      Reg           5     11.66907         923
## 1940        NAmes     1Story      Reg           5     11.79056         928
## 1942      OldTown     1Story      Reg           5     11.63071         924
## 1943      OldTown     1.5Fin      Reg           4     11.83501         925
## 1944        NAmes     1.5Unf      Reg           5     11.81303         845
## 1945        NAmes     1.5Fin      IR1           5     11.95761        1216
## 1947      OldTown     1.5Fin      Reg           5     11.59910         735
## 1948      OldTown     1.5Unf      Reg           4     11.54442         882
## 1950      OldTown     1Story      Reg           4     11.07442         656
## 1951      OldTown     2Story      Reg           5     11.90497         736
## 1953        NAmes       SLvl      IR1           7     12.05525         725
## 1955        NAmes     1Story      IR1           6     11.76368         952
## 1956        NAmes     2Story      IR1           5     11.81303        1040
## 1957        NAmes     1.5Fin      Reg           5     11.71913         672
## 1958        NAmes     1Story      Reg           6     11.68856        1082
## 1959        NAmes     1.5Fin      Reg           6     11.87060        1040
## 1960        NAmes     1Story      Reg           5     11.68688         876
## 1962        NAmes     1Story      Reg           5     11.76757         864
## 1963        NAmes     1Story      Reg           5     11.81303        1010
## 1964        NAmes     1Story      Reg           5     11.93164        1040
## 1965        NAmes     1Story      Reg           5     11.84940        1170
## 1966        NAmes     1Story      Reg           5     11.93164        1242
## 1967        NAmes     1Story      Reg           5     11.96081        1377
## 1968        NAmes     1Story      Reg           5     11.85652        1800
## 1969        NAmes     1Story      Reg           5     11.50288           0
## 1970        NAmes     2Story      Reg           6     12.13886         822
## 1971        NAmes     2Story      Reg           5     12.04061         864
## 1972        NAmes     1Story      Reg           5     11.74006         864
## 1973        NAmes     SFoyer      Reg           5     11.77529         896
## 1974      OldTown     1Story      Reg           5     11.54248         850
## 1976      OldTown     1.5Fin      Reg           6     11.75587         845
## 1977      OldTown     1Story      Reg           5     11.40199        1022
## 1978      OldTown     SFoyer      Reg           5     11.84940         936
## 1979      OldTown     1Story      Reg           5     11.51192         967
## 1980      OldTown     1Story      Reg           4     11.51293         641
## 1981      OldTown     1Story      Reg           5     11.77529         808
## 1982      OldTown     1.5Fin      Reg           5     11.81303         680
## 1983      OldTown     1.5Fin      Reg           3     11.69525         649
## 1985      OldTown     1.5Fin      Reg           4     11.35041         570
## 1986      OldTown     1Story      Reg           4     11.59451         960
## 1987      OldTown     2Story      Reg           4     11.82774        1075
## 1988      OldTown     1Story      Reg           5     11.61277         686
## 1989      OldTown     1Story      Reg           5     11.51293         968
## 1990      OldTown     2Story      IR1           8     12.12757         725
## 1992      OldTown     1.5Fin      Reg           5     11.73607         702
## 1993      OldTown     2Story      Reg           5     11.64395         616
## 1995      OldTown     1.5Fin      Reg           6     11.87826         926
## 1996      OldTown     2Story      Reg           6     11.67419        1008
## 1998      OldTown     2.5Unf      Reg           7     12.12811         819
## 2000      OldTown     1Story      Reg           6     11.93164        1149
## 2002      OldTown     2Story      Reg           7     11.97980         718
## 2003      OldTown     1.5Fin      Reg           5     11.37366         912
## 2004      OldTown     1Story      Reg           4     11.55694           0
## 2007      BrkSide     1.5Fin      Reg           5     11.76174         910
## 2009      BrkSide     1.5Fin      IR1           6     12.25486        1065
## 2010      BrkSide     1.5Fin      Reg           5     11.81303         728
## 2011      BrkSide     2Story      Reg           6     11.75979         600
## 2012      BrkSide     1.5Fin      Reg           6     11.78295         735
## 2013      BrkSide     1.5Unf      Reg           5     11.63514         884
## 2014      BrkSide     1.5Fin      Reg           6     11.74404         861
## 2015      BrkSide     1.5Fin      Reg           5     11.79056         672
## 2016      BrkSide     1.5Fin      Reg           5     11.78866         966
## 2017      BrkSide     1.5Fin      Reg           5     11.79434         756
## 2018      BrkSide     2Story      Reg           5     11.83138         939
## 2019      BrkSide     1.5Unf      Reg           7     11.79056         832
## 2020      BrkSide     1.5Fin      Reg           6     11.75587         884
## 2021      BrkSide     1Story      Reg           6     11.53273         960
## 2022      OldTown     2Story      Reg           6     12.20607        1100
## 2023      BrkSide     2Story      Reg           6     12.10349         764
## 2024      BrkSide     1.5Fin      Reg           6     12.01370         768
## 2025      BrkSide     1.5Fin      Reg           5     11.40756         750
## 2026      BrkSide     2Story      Reg           6     11.94194         698
## 2027      OldTown     2Story      IR1           7     11.84940         672
## 2028      OldTown     1.5Fin      Reg           6     11.82041         714
## 2029      OldTown     1.5Fin      Reg           5     11.63514         592
## 2030      OldTown     1.5Fin      Reg           5     11.66993         969
## 2031       IDOTRR     1.5Fin      Reg           7     12.04061        1040
## 2032       IDOTRR     1.5Unf      Reg           7     11.84510         637
## 2033       IDOTRR       SLvl      Reg           6     12.21850         741
## 2034       IDOTRR     2Story      Reg           6     11.75194         684
## 2035       IDOTRR     1.5Fin      Reg           6     11.85652         780
## 2036       IDOTRR     2Story      Reg           7     12.26576         976
## 2037       IDOTRR     1.5Fin      Reg           6     11.98916        1138
## 2039       IDOTRR     2.5Unf      Reg           5     11.52288         530
## 2040       IDOTRR     1Story      Reg           4     11.60733        1196
## 2041      OldTown     1.5Fin      IR1           5     11.76368         720
## 2042      OldTown     2.5Unf      IR1           7     11.71178         925
## 2043      OldTown     1.5Unf      IR1           5     11.37366         672
## 2045       Sawyer     2Story      Reg           7     12.29683        1005
## 2047      Edwards     1.5Fin      Reg           5     11.74404         756
## 2048        SWISU     1.5Fin      IR1           5     11.59451         672
## 2049       Sawyer     SFoyer      Reg           5     11.77529         925
## 2051       Sawyer     1Story      Reg           4     11.65616        1005
## 2052       Sawyer     1Story      Reg           4     11.68267        1029
## 2053       Sawyer       SLvl      IR1           5     12.01370         980
## 2054       Sawyer     1Story      IR1           5     11.71994        1040
## 2055       Sawyer     SFoyer      Reg           6     11.76757         814
## 2056       Sawyer     1Story      IR1           5     11.73607         894
## 2057       Sawyer     1Story      IR1           5     11.58989         948
## 2058       Sawyer     1Story      Reg           5     11.69441         768
## 2059       Sawyer     1Story      IR1           5     11.65269         876
## 2060       Sawyer     1Story      IR1           5     11.80932         943
## 2061       Sawyer     1Story      Reg           5     11.75194         955
## 2062       Sawyer     1Story      Reg           5     11.76757         894
## 2063       Sawyer     1Story      Reg           6     11.87409         660
## 2064       Sawyer     1Story      Reg           5     11.76757         912
## 2065       Sawyer     1Story      Reg           5     12.13886        1240
## 2067       Sawyer     1Story      Reg           5     11.62625         816
## 2068       Sawyer     1.5Fin      Reg           7     12.01521         680
## 2069       Sawyer     1Story      Reg           6     11.91839         967
## 2070       Sawyer     1Story      Reg           5     11.82774        1158
## 2073      ClearCr     1Story      Reg           6     12.11176        1190
## 2074      ClearCr     2Story      IR1           6     12.25961        1151
## 2075      Edwards     1Story      IR1           5     12.28303         409
## 2079      Edwards     1Story      Reg           6     12.40082        1202
## 2080      Edwards     1.5Fin      Reg           6     11.94471         988
## 2081        SWISU     1Story      Reg           5     11.67844         864
## 2084      Edwards     1Story      IR1           4     11.36210         528
## 2085      Edwards     1Story      Reg           5     11.77529        1038
## 2086      Edwards     1Story      Reg           5     11.73607        1342
## 2087      Edwards     1.5Fin      Reg           5     11.82408        1080
## 2088      Edwards     1.5Fin      Reg           4     11.47210         951
## 2089      Edwards     1Story      Reg           5     11.69525           0
## 2091      SawyerW     1Story      IR1           7     12.10016         910
## 2092      SawyerW     2Story      Reg           7     12.32386         700
## 2093      SawyerW     2Story      IR1           7     12.61487        1502
## 2094      SawyerW     2Story      IR1           7     12.38003        1104
## 2095      SawyerW     2Story      Reg           7     12.33929         807
## 2096      SawyerW     2Story      Reg           7     12.30138         779
## 2107      CollgCr     1Story      Reg           7     12.17561        1240
## 2109      CollgCr     1Story      IR1           7     12.28765        1546
## 2110      CollgCr     1Story      Reg           8     12.26904        1489
## 2111      CollgCr     1Story      Reg           7     12.07767        1270
## 2112      CollgCr     2Story      Reg           7     12.16003         879
## 2113      CollgCr     1Story      IR1           6     12.08069        1314
## 2114      SawyerW     2Story      IR1           7     12.53177        1157
## 2115      SawyerW     2Story      IR1           7     12.24047         929
## 2117      ClearCr     2Story      IR2           6     12.38839        1580
## 2118      ClearCr     2Story      IR1           6     12.14153         832
## 2119      ClearCr     1Story      IR1           8     12.53897         966
## 2120      CollgCr     1Story      IR2           5     11.84582        1022
## 2121      CollgCr     1Story      Reg           5     11.74404         990
## 2122      CollgCr     1Story      IR2           6     12.08673        1200
## 2123      CollgCr     2Story      IR1           6     12.07254         635
## 2124      CollgCr     2Story      IR1           6     12.25961         794
## 2125      CollgCr     1Story      IR2           5     11.89136         990
## 2126      CollgCr     1Story      IR2           5     11.90429        1097
## 2127      CollgCr     1Story      Reg           4     11.72481         990
## 2128      CollgCr     2Story      IR1           6     12.22955         824
## 2129      CollgCr     2Story      IR2           7     12.36947         988
## 2130      CollgCr     2Story      IR2           7     12.28765         853
## 2131      CollgCr     2Story      IR1           7     12.15767         845
## 2132      CollgCr     2Story      Reg           7     12.28995         985
## 2133      CollgCr     1Story      IR1           7     12.32829        1453
## 2134      CollgCr     2Story      Reg           7     12.10071         840
## 2135      CollgCr     1Story      IR1           5     11.78295         864
## 2136      CollgCr       SLvl      IR1           5     11.94146        1015
## 2137      CollgCr       SLvl      Reg           5     11.98293         995
## 2138      CollgCr     1Story      IR1           5     11.81229        1040
## 2139      CollgCr     1Story      IR1           5     11.77529         876
## 2140      CollgCr     1Story      Reg           5     11.69525         864
## 2141      CollgCr     1Story      Reg           5     11.63071         882
## 2142      CollgCr     1Story      Reg           5     11.71178         969
## 2143      CollgCr     1Story      Reg           5     11.75194         864
## 2144      CollgCr     1Story      Reg           4     11.66993         385
## 2145      CollgCr     1Story      Reg           8     12.63101        2000
## 2146      CollgCr     2Story      Reg           8     12.33929        1284
## 2147      CollgCr     1Story      Reg           7     12.50618        1673
## 2148      CollgCr     1Story      Reg           7     12.16525        1459
## 2149      CollgCr     2Story      Reg           7     12.26905         979
## 2150      CollgCr     2Story      Reg           7     12.20607         860
## 2151      CollgCr     2Story      IR3           8     12.49500        1028
## 2152      CollgCr     1Story      Reg           8     12.33710        1556
## 2153      CollgCr     2Story      Reg           8     12.52453        1531
## 2155      CollgCr     1Story      IR1           9     12.56024        1626
## 2156      CollgCr     2Story      Reg           8     12.38839        1220
## 2157      CollgCr     1Story      Reg           6     11.78676         848
## 2158      CollgCr     1Story      IR2           8     12.41674        1341
## 2159      CollgCr     2Story      Reg           7     12.29911         847
## 2160      CollgCr     1Story      Reg           7     12.12811        1337
## 2162      CollgCr     2Story      IR1           7     12.27139         939
## 2163      CollgCr     1Story      Reg           7     12.09849        1422
## 2164      CollgCr     1Story      Reg           7     12.06393        1169
## 2166      CollgCr     2Story      Reg           7     12.03573         738
## 2167      CollgCr     2Story      IR1           5     12.02575         768
## 2168      Edwards     1Story      Reg           5     11.84940        1214
## 2170      Edwards     1Story      Reg           4     11.60824        1088
## 2171      Edwards     1Story      Reg           4     11.45900         960
## 2172      Edwards     1.5Fin      Reg           5     11.71178         901
## 2174      Edwards     SFoyer      Reg           6     11.68267         816
## 2175      Edwards       SLvl      Reg           6     11.80186         960
## 2176      Edwards     1Story      IR1           6     11.90497        1143
## 2177      Edwards     2Story      IR1           5     11.85652           0
## 2179      Edwards     1Story      Reg           5     11.96400        1090
## 2180      Edwards     2Story      Reg           5     12.05234         734
## 2183      Edwards     SFoyer      Reg           6     11.84940         547
## 2184      Edwards     1Story      Reg           5     11.78866         960
## 2185      Edwards     1Story      Reg           4     11.02679           0
## 2186      Edwards     1Story      Reg           4     11.61729         864
## 2188      Edwards     1Story      Reg           3     11.27720         544
## 2189      Edwards     1.5Fin      Reg           6     11.59451         660
## 2192      Edwards     1Story      Reg           4     11.73607         768
## 2193      Edwards     1Story      Reg           4     11.28068         864
## 2194      Edwards     1Story      Reg           4     11.68688         948
## 2197      Crawfor     2Story      Reg           6     12.01370         602
## 2198      Crawfor     1.5Unf      Reg           5     11.47730         768
## 2199      Crawfor     1Story      Reg           5     11.82408        1290
## 2200      Crawfor     1.5Fin      Reg           6     11.89478         651
## 2201        SWISU     1.5Fin      Reg           5     12.07254         731
## 2202      Crawfor     2Story      Reg           7     11.90834         531
## 2203      Crawfor     2Story      Reg           6     11.86005         585
## 2204      Crawfor     1.5Fin      Reg           7     12.15452         912
## 2205      Crawfor     2Story      Reg           6     11.81303         686
## 2206      Crawfor     2.5Unf      Reg           7     12.00762         918
## 2207      Crawfor     1Story      Reg           5     11.41145         440
## 2208      Crawfor     1.5Fin      Reg           5     11.84223         661
## 2209      Crawfor     1Story      Reg           5     11.69316         920
## 2210      Crawfor     2Story      IR1           6     11.88449         979
## 2211      Crawfor     2Story      Reg           5     11.88449        1001
## 2212      Crawfor     2.5Unf      Reg           7     12.38003         851
## 2214      Crawfor     2Story      IR1           6     12.38422        1370
## 2216      Crawfor     1.5Fin      IR1           4     12.14420         930
## 2217      Crawfor     1.5Fin      IR1           6     12.30138         854
## 2218      Crawfor     1.5Fin      IR1           5     11.84940         728
## 2220      Crawfor     2Story      IR1           6     12.46651        1028
## 2221      Crawfor     1Story      Reg           6     12.45877        1477
## 2222      Crawfor     2Story      Reg           7     12.29911         800
## 2224      Crawfor     1Story      IR1           6     12.21106        1560
## 2225      Crawfor     1Story      IR1           6     12.27839        1488
## 2226      Blueste     2Story      Reg           6     11.72723         516
## 2227      Crawfor     1Story      IR2           4     12.04355        1680
## 2228      Blueste     1Story      IR1           8     12.20607        1004
## 2229      Crawfor     1Story      IR1           7     12.19602        1696
## 2231      Crawfor     1Story      IR1           8     12.66033         279
## 2232       IDOTRR     1.5Fin      Reg           5     11.65269         793
## 2233       IDOTRR     1.5Fin      Reg           6     11.85652         720
## 2234       IDOTRR     1.5Unf      Reg           5     11.37366         720
## 2235       IDOTRR     1.5Fin      Reg           5     11.77414         936
## 2236       IDOTRR     1.5Fin      Reg           4     11.51293         732
## 2238       IDOTRR     1Story      Reg           5     11.22791         816
## 2239       IDOTRR     1Story      Reg           6     11.68182        1012
## 2241       IDOTRR     1.5Fin      Reg           5     11.93164         910
## 2247      Crawfor     1Story      IR1           8     12.36734        1573
## 2248      Mitchel     SFoyer      IR1           6     12.11997        1001
## 2249      Mitchel     SFoyer      IR1           6     11.95761         888
## 2250      Mitchel     1Story      Reg           6     11.80560        1084
## 2251      Mitchel     1Story      Reg           5     12.27839        1441
## 2252      Mitchel     1Story      IR1           7     12.40901        1409
## 2253      Mitchel     1Story      IR1           7     12.25486        1454
## 2254      Mitchel       SLvl      IR1           7     11.90497         852
## 2255      Mitchel     SFoyer      IR1           6     11.87060         970
## 2256       Timber     1Story      IR1           7     12.40492        1501
## 2257      GrnHill     1Story      IR1           7     12.70685        1502
## 2258       Timber     1Story      Reg           5     12.04355        1350
## 2259       Timber     1Story      Reg           6     12.45683         585
## 2262       Timber     1Story      IR1           8     12.49088        1476
## 2265       Timber     1Story      Reg           7     12.06681        1265
## 2266       Timber     1.5Fin      IR1           7     12.14153        1156
## 2267       Timber     2Story      IR1           6     12.22588         872
## 2268       Timber     1Story      IR1           8     12.10349        1267
## 2269       Timber       SLvl      IR1           7     12.14153         868
## 2270       Timber     1Story      Reg           8     12.54966        1922
## 2271       Timber     1Story      IR1           6     12.08954        1491
## 2272       Timber     1Story      Reg           8     12.50618        1616
## 2273       Timber     2Story      IR1           7     12.54219        1122
## 2274       Timber     1Story      Reg           5     12.13726        1572
## 2277       Timber     2Story      IR1           8     12.54687        1094
## 2280      Mitchel     SFoyer      IR1           6     11.84940         920
## 2281      Mitchel     1Story      Reg           4     11.79245        1064
## 2282      Mitchel     1Story      Reg           5     11.87060        1632
## 2283      Mitchel     1Story      Reg           4     12.03172        1249
## 2284      MeadowV     1Story      Reg           5     11.77452        1040
## 2285      MeadowV     1Story      Reg           5     11.80560        1142
## 2286      MeadowV     2Story      Reg           4     11.35627         546
## 2287      MeadowV       SLvl      Reg           4     11.57590         530
## 2288      MeadowV     2Story      Reg           4     11.44999         546
## 2289      MeadowV     2Story      Reg           4     11.22524         546
## 2290      MeadowV     SFoyer      Reg           4     11.34451         630
## 2291      MeadowV     2Story      Reg           4     11.22777         546
## 2292      Mitchel       SLvl      IR1           6     11.89683        1029
## 2293      Mitchel     SFoyer      Reg           5     11.94146         923
## 2294      Mitchel       SLvl      IR1           6     12.14420        1244
## 2296      Mitchel     2Story      IR1           5     11.96400         716
## 2297      Mitchel     SFoyer      Reg           5     11.83501         796
## 2298      Mitchel     SFoyer      Reg           5     11.77144         768
## 2300      Mitchel     1Story      Reg           4     11.77144         845
## 2301      Mitchel     1Story      IR2           5     11.81303        1090
## 2302      Mitchel     1Story      Reg           5     11.73206         816
## 2303      Mitchel     1Story      IR1           5     11.84223         816
## 2305      Mitchel     1Story      Reg           5     11.73206         864
## 2306        NAmes     1Story      IR1           6     11.91772        1178
## 2307        NAmes     1Story      IR1           6     11.96718        1008
## 2308        NAmes     1Story      IR1           5     12.03765        1617
## 2310        NAmes     1Story      Reg           7     12.16577        1851
## 2311      Gilbert     2Story      IR1           6     12.11997         813
## 2312      Gilbert     2Story      IR1           7     12.31043         964
## 2313      Gilbert     2Story      IR2           6     12.04355         781
## 2314      Gilbert     2Story      IR2           6     12.14153         691
## 2315      Gilbert     2Story      IR1           6     12.21602         821
## 2316      Gilbert     2Story      IR1           6     12.12811         802
## 2319      Gilbert     2Story      IR1           8     12.42922        1074
## 2320      Gilbert     2Story      IR1           8     12.38798         893
## 2323      StoneBr     2Story      IR1           8     12.50618        2062
## 2324      Gilbert     1Story      IR1           6     12.11997        1160
## 2325      Gilbert     2Story      IR1           6     12.01733         697
## 2326      Gilbert     2Story      IR1           7     12.08108         935
## 2327      StoneBr     1Story      IR1           8     11.77529        1191
## 2328      StoneBr     2Story      IR1           7     12.38422        1064
## 2329      StoneBr     1Story      IR1           8     12.52453        1742
## 2338      Gilbert     2Story      IR2           5     12.03765           0
## 2339      Gilbert     1Story      Reg           5     11.88449        1056
## 2340      StoneBr     1Story      Reg           9     12.66981        1714
## 2342      StoneBr     1Story      IR1           9     13.06049        1910
## 2343       NWAmes     1Story      Reg           7     12.21850        1208
## 2344       NWAmes     1.5Fin      IR1           7     12.34148        1204
## 2345       NWAmes     2Story      IR1           7     12.36734         795
## 2346       NWAmes     2Story      IR1           6     12.15478         796
## 2347       NWAmes     SFoyer      IR1           6     12.03765         988
## 2348       NWAmes     1Story      Reg           7     12.39462        1845
## 2349       NWAmes     2Story      Reg           7     12.14897         945
## 2350       NWAmes     1Story      Reg           6     12.24289        1686
## 2351       NWAmes     2Story      IR1           7     12.42922        1392
## 2352       NWAmes     2Story      Reg           6     12.10016         713
## 2353       NWAmes     SFoyer      IR1           7     12.05525        1047
## 2355       NWAmes       SLvl      Reg           6     12.12540         675
## 2356       NWAmes     1Story      Reg           5     11.94146        1056
## 2357       NWAmes     2Story      Reg           7     12.00089         832
## 2358       NWAmes     1Story      Reg           6     12.10625        1040
## 2359       NWAmes     1Story      Reg           6     11.95118        1103
## 2362        NAmes     1Story      IR1           4     11.38509         858
## 2363        NAmes     1Story      Reg           4     11.48761         864
## 2364        NAmes     1Story      IR2           6     12.15478        1487
## 2365       BrDale     2Story      Reg           6     11.56647         525
## 2367       BrDale     2Story      Reg           6     11.32660         483
## 2368       BrDale     2Story      Reg           6     11.66135         494
## 2370       BrDale     2Story      Reg           6     11.67844         672
## 2371       BrDale     2Story      Reg           6     11.39639         483
## 2372       BrDale     2Story      Reg           6     11.58989         525
## 2373       BrDale     2Story      Reg           6     11.45636         483
## 2374      NPkVill     1Story      Reg           6     11.89341        1069
## 2375        NAmes     1Story      Reg           5     11.88449         943
## 2376        NAmes     SFoyer      Reg           5     11.71994         864
## 2377      NPkVill     1Story      Reg           7     11.83138        1055
## 2378      NPkVill     2Story      Reg           6     11.87757         855
## 2379      NridgHt     1Story      Reg           9     12.66033        1980
## 2382      NridgHt     1Story      Reg           8     12.43718        1618
## 2385      NridgHt     1Story      IR1           9     12.93603        1868
## 2386      NridgHt     1Story      IR1           9     12.69465        1833
## 2388      NridgHt     2Story      Reg           8     12.64110        1117
## 2390      NridgHt     2Story      Reg           8     12.52634        1030
## 2396      NridgHt     1Story      IR1           9     12.79386        1896
## 2399      NridgHt     1Story      IR1           9     12.84265        1780
## 2400      NridgHt     1Story      IR1           9     12.83201        1792
## 2402      NridgHt     2Story      Reg           8     12.52453        1058
## 2403      NridgHt     2Story      IR1           8     12.53897        1420
## 2404      NridgHt     1Story      IR1           7     12.13270        1364
## 2405      NridgHt     1Story      Reg           9     12.55143        1560
## 2410      NridgHt     1Story      IR1           7     12.05380        1405
## 2421      Blmngtn     1Story      Reg           7     12.36308        1374
## 2422      Blmngtn     1Story      Reg           8     12.27839        1273
## 2423      Blmngtn     1Story      Reg           7     12.41710        1368
## 2424      Blmngtn     1Story      Reg           7     12.09369        1375
## 2425      Blmngtn     1Story      Reg           7     12.32386        1365
## 2428      Blmngtn     1Story      Reg           7     12.27135        1362
## 2431      Gilbert     2Story      IR3           5     12.16598         732
## 2432      Gilbert     2Story      IR1           6     12.11833         783
## 2433      Gilbert     2Story      IR1           8     12.08954         707
## 2434      Gilbert     2Story      IR1           7     12.21350         848
## 2435      Gilbert     2Story      IR1           8     12.34801        1406
## 2436      Gilbert     2Story      Reg           7     12.10071         783
## 2437      Gilbert     2Story      IR1           6     12.05757         953
## 2438      Gilbert     2Story      IR1           6     12.27839         982
## 2439      Gilbert     2Story      IR1           7     12.20557         930
## 2440      Gilbert     2Story      IR1           6     12.06105         959
## 2442      Gilbert     2Story      IR1           7     12.34583         975
## 2443      NoRidge     2Story      Reg           8     12.75996        1396
## 2444      NoRidge     2Story      IR1           8     12.56375        1044
## 2445      NoRidge     2Story      Reg           8     12.61154        1160
## 2446      NoRidge     2Story      IR1          10     13.34551        1930
## 2447      NoRidge     2Story      IR1           9     12.91164        1540
## 2448      NoRidge     2Story      IR1           8     12.54254        1086
## 2450      NoRidge     2Story      IR1           8     12.76569        1342
## 2451      NoRidge     2Story      IR1           9     13.27851        1733
## 2452      NoRidge     2Story      IR1           8     12.67920        1290
## 2453      NoRidge     2Story      Reg           8     12.57764        1165
## 2454      NoRidge     2Story      IR1           8     12.66033        1286
## 2459      Somerst     1Story      Reg           7     12.35449        1616
## 2466      Somerst     2Story      Reg           6     12.21019         858
## 2469      Somerst     1Story      Reg           7     12.07824        1257
## 2471      SawyerW     1Story      IR1           6     11.84582        1142
## 2476      SawyerW     2Story      Reg           7     12.12269         891
## 2477      SawyerW     2Story      IR1           7     12.12757         784
## 2478      SawyerW     2Story      IR1           6     12.13886         941
## 2479      SawyerW     2Story      Reg           6     12.07767         761
## 2480      SawyerW     2Story      IR2           6     12.42320         836
## 2481      SawyerW     1Story      Reg           6     12.05525        1398
## 2482      SawyerW     1Story      Reg           6     11.92504        1217
## 2483      SawyerW     2Story      IR1           6     11.91839         636
## 2484      SawyerW     1Story      Reg           4     11.58058        1056
## 2486       Sawyer     1Story      Reg           5     11.77144         988
## 2488       Sawyer     1.5Fin      Reg           6     11.69107           0
## 2490       Sawyer       SLvl      IR1           6     11.92504         506
## 2491       Sawyer     1Story      IR1           5     11.74404         984
## 2492       Sawyer     1Story      Reg           5     11.66135         882
## 2493       Sawyer     1Story      IR1           5     11.80186         925
## 2494       Sawyer     1Story      IR1           5     11.70251        1024
## 2495       Sawyer     1Story      IR1           5     11.82774         935
## 2496       Sawyer     1Story      IR1           5     11.72804         912
## 2497       Sawyer     1Story      Reg           5     11.81303         912
## 2498       Sawyer     1Story      IR1           5     11.76912         912
## 2500      NoRidge     2Story      Reg           8     12.46844        1288
## 2501      NoRidge     2Story      Reg           8     12.71890        1334
## 2503      NoRidge     2Story      IR1           7     12.49874        1095
## 2504      NoRidge     1Story      Reg           8     12.47610        1624
## 2505      Somerst     1Story      Reg           7     12.08051        1143
## 2506      Somerst     1Story      IR1           8     12.19096        1247
## 2507      Somerst     2Story      Reg           7     11.92504         600
## 2508      Somerst     2Story      Reg           7     11.90091         600
## 2509      Somerst     2Story      Reg           7     11.91772         600
## 2511      Somerst     2Story      Reg           6     12.01974         756
## 2512      Somerst     2Story      Reg           7     12.12215         691
## 2513      Somerst     2Story      Reg           7     12.01370         673
## 2514      Somerst     2Story      IR1           7     11.84223         530
## 2515      Somerst     2Story      IR1           7     12.20607         569
## 2516      Somerst     1Story      IR1           8     12.30592        1568
## 2517      Veenker     1Story      IR1           8     12.50618        1494
## 2518      Veenker     1Story      IR1           6     12.01370        1208
## 2519       Greens     1Story      IR1           8     12.27373        1235
## 2520       Greens     1Story      IR1           8     12.14420        1036
## 2521       Greens     1Story      IR1           8     12.15478        1226
## 2522       Greens     1Story      IR1           8     12.04355        1226
## 2523      Veenker     1Story      IR1           9     12.86100        1842
## 2524       NWAmes     1Story      IR1           5     11.89478        1153
## 2525       NWAmes       SLvl      IR1           7     12.04355         570
## 2526       NWAmes     1Story      IR2           7     12.47801        1568
## 2527       NWAmes     2Story      Reg           6     12.10016         708
## 2528       NWAmes     2Story      IR1           6     12.42922        1054
## 2530       NWAmes     1Story      Reg           7     12.01067        1334
## 2531       NWAmes     1Story      Reg           7     11.84940        1164
## 2532        NAmes       SLvl      Reg           5     11.81673         980
## 2533        NAmes     1Story      Reg           5     11.86358        1051
## 2534        NAmes     2Story      Reg           5     11.95118         900
## 2536        NAmes     1Story      Reg           5     11.83863        1052
## 2537        NAmes     SFoyer      Reg           5     11.84940         833
## 2538        NAmes     1Story      IR1           5     11.73126        1051
## 2539        NAmes       SLvl      Reg           5     11.97035        1141
## 2540        NAmes     1Story      Reg           5     11.89136         864
## 2541       NWAmes     2Story      IR1           6     12.15478         825
## 2542        NAmes     1Story      IR1           5     11.82408        1050
## 2543        NAmes     1Story      Reg           5     11.77452         864
## 2544        NAmes     1Story      Reg           5     11.88449        1626
## 2546        NAmes     1Story      Reg           6     11.98293        1251
## 2547        NAmes     1Story      IR1           6     12.02575        1008
## 2548        NAmes     2Story      Reg           5     11.96718         720
## 2549        NAmes       SLvl      Reg           6     11.84940         588
## 2551        NAmes     1Story      Reg           5     11.92834        1248
## 2552        NAmes     1Story      Reg           6     11.77375         816
## 2553        NAmes     1Story      IR1           5     11.82774        1008
## 2554        NAmes     1Story      Reg           5     11.82774         938
## 2556      BrkSide     1Story      IR1           4     11.35627         440
## 2557      BrkSide     1Story      IR1           4     11.28853         600
## 2558      BrkSide     1.5Fin      IR1           5     11.75194         504
## 2561        NAmes     1Story      Reg           5     11.81303        1056
## 2563        NAmes     1.5Fin      Reg           6     11.79810         806
## 2565        NAmes     1Story      Reg           5     11.70355         936
## 2566        NAmes     1Story      IR1           5     11.68688        1584
## 2567        NAmes       SLvl      IR1           6     12.05525        1246
## 2569        NAmes     2Story      Reg           7     12.32829         924
## 2572        NAmes     1Story      IR1           6     11.81303        1008
## 2573        NAmes       SLvl      Reg           5     11.79434        1106
## 2574        NAmes       SLvl      Reg           5     11.87060        1144
## 2575        NAmes     1Story      Reg           5     11.79056        1179
## 2576        NAmes     1Story      Reg           6     11.88621        1383
## 2577        NAmes     1Story      IR1           6     11.99535        1121
## 2578        NAmes       SLvl      Reg           5     11.90497        1058
## 2579        NAmes     1Story      IR1           5     11.85652        1092
## 2580        NAmes     1Story      Reg           6     11.93819        1124
## 2582        NAmes     SFoyer      IR1           5     11.82012         943
## 2584        NAmes     1Story      Reg           6     11.84940        1367
## 2585        NAmes     1Story      Reg           5     11.84582        1008
## 2586        NAmes     1Story      Reg           6     11.95118         216
## 2588        NAmes     1Story      Reg           5     11.80186        1005
## 2589        NAmes     1Story      Reg           5     11.73607        1056
## 2590        NAmes     1Story      Reg           5     11.86358         884
## 2594        NAmes     1.5Fin      Reg           6     11.75194         784
## 2596      OldTown     1Story      Reg           3     11.51092         713
## 2597      OldTown     1Story      Reg           5     11.66993         833
## 2599        NAmes     1Story      Reg           3     11.12726         715
## 2600      OldTown     1.5Fin      Reg           4     11.37251         448
## 2601      OldTown     1Story      Reg           5     11.69525        1120
## 2602      OldTown     2Story      Reg           6     11.95440         663
## 2604      OldTown     1.5Fin      Reg           3     11.56172         672
## 2608        NAmes       SLvl      Reg           5     11.98262        1024
## 2609        NAmes       SLvl      Reg           6     12.01370        1083
## 2610        NAmes     1.5Fin      IR1           6     11.97666         912
## 2611        NAmes     1Story      Reg           6     11.89819        1135
## 2613        NAmes     1Story      Reg           6     11.97980         655
## 2615        NAmes     1Story      IR1           5     11.77452         816
## 2617        NAmes     1Story      Reg           7     11.96718           0
## 2618        NAmes     2Story      IR1           7     12.53358        1438
## 2619        NAmes     1Story      IR1           5     12.24289        1484
## 2622        NAmes     1Story      Reg           5     11.60368           0
## 2623        NAmes     1Story      Reg           4     11.60733           0
## 2624        NAmes     1Story      Reg           5     11.80335        1040
## 2625        NAmes     1Story      Reg           3     11.30713           0
## 2626        NAmes     1Story      Reg           3     11.37939           0
## 2627        NAmes     1Story      Reg           3     11.44572           0
## 2628        NAmes     1Story      Reg           5     11.68688        1556
## 2629        NAmes     1Story      Reg           5     11.85652        1150
## 2630        NAmes     1Story      Reg           5     11.89136        1150
## 2631        NAmes     2Story      Reg           6     11.95118         660
## 2632        NAmes     SFoyer      IR1           5     11.80932         925
## 2633        NAmes     1Story      Reg           7     11.69525        1045
## 2634        NAmes     1Story      Reg           5     11.56172         864
## 2635        NAmes     SFoyer      Reg           5     11.72804        1025
## 2636      OldTown     2Story      Reg           5     12.03765         716
## 2637      OldTown     2Story      Reg           4     11.58058         686
## 2638      OldTown     1.5Fin      Reg           5     11.81303        1212
## 2639      OldTown     1.5Fin      Reg           4     11.62178        1147
## 2640      OldTown     1.5Fin      Reg           6     11.96081         780
## 2641      OldTown     2Story      Reg           7     12.08954         728
## 2642      OldTown     2Story      Reg           7     11.84868         712
## 2643      OldTown     2Story      Reg           7     11.56172         502
## 2644      OldTown     1Story      Reg           6     11.60824         813
## 2645      OldTown     1.5Fin      Reg           4     11.62178         938
## 2647      OldTown     1Story      Reg           5     11.62178         844
## 2649      OldTown     1Story      Reg           4     11.56172         576
## 2650      OldTown     1.5Fin      Reg           6     11.66135         648
## 2651      OldTown     2Story      Reg           3     11.48143         738
## 2652      OldTown     1Story      Reg           5     11.81673         960
## 2653      OldTown     1.5Fin      Reg           5     11.84223         816
## 2654      OldTown     1Story      Reg           3     11.02679         492
## 2655      OldTown     1.5Fin      Reg           6     11.69525         770
## 2656      OldTown     1Story      Reg           3     11.74543        1162
## 2657      OldTown     1Story      Reg           3     11.06664         798
## 2658      OldTown     2Story      Reg           6     11.82774        1020
## 2660      OldTown     2.5Unf      Reg           7     12.00151         880
## 2661      OldTown     2.5Unf      Reg           7     11.95118        1226
## 2662      OldTown     1.5Fin      Reg           5     11.27720         540
## 2663      OldTown     2.5Unf      IR1           7     11.87757         815
## 2664      OldTown     2Story      Reg           6     11.64837         684
## 2665      OldTown     2Story      Reg           7     11.96400         596
## 2666      OldTown     1Story      Reg           6     11.73607        1200
## 2667      OldTown     2.5Fin      IR2          10     13.07107        1107
## 2668      OldTown     2Story      Reg           5     11.44572         624
## 2669      OldTown     1Story      Reg           5     11.73607         960
## 2672      BrkSide     1.5Fin      Reg           6     11.85083         972
## 2673      BrkSide     2Story      IR1           6     12.21850         848
## 2674      BrkSide     1.5Fin      Reg           6     11.97666        1004
## 2675      OldTown     1.5Fin      Reg           5     11.69441         793
## 2676      BrkSide     1.5Fin      Reg           6     11.64833         816
## 2677      BrkSide     1.5Fin      Reg           5     11.65269         896
## 2680      BrkSide     1.5Fin      Reg           4     11.29601           0
## 2681      BrkSide     1.5Fin      Reg           5     11.91170        1042
## 2682      BrkSide     1.5Fin      Reg           5     11.60824         741
## 2683      OldTown     1Story      Reg           6     11.61277        1103
## 2684      BrkSide     1Story      Reg           5     11.39639         616
## 2685      BrkSide     1.5Unf      Reg           5     11.63514         993
## 2686      BrkSide     1Story      IR2           5     11.59910         816
## 2687      OldTown     1.5Fin      IR3           6     12.30138        1595
## 2688      BrkSide     1Story      Reg           4     11.76757         960
## 2689      OldTown     1.5Fin      Reg           6     11.66993         485
## 2690      OldTown     1Story      IR1           4     10.86857         693
## 2692       IDOTRR     2Story      Reg           5     11.66565         396
## 2694       IDOTRR     1.5Fin      Reg           6     11.69107         780
## 2695       IDOTRR     1.5Fin      Reg           5     11.74006         803
## 2696       IDOTRR     1Story      Reg           3     11.41861        1007
## 2697       IDOTRR     1.5Fin      Reg           6     11.34451         520
## 2698       IDOTRR     1Story      Reg           6     11.40756         984
## 2699       Sawyer     1.5Fin      Reg           5     11.83138         806
## 2700       Sawyer     1Story      Reg           6     11.91839        1921
## 2703      Edwards     1Story      Reg           5     11.73607           0
## 2704        SWISU     1Story      IR1           5     11.28978         830
## 2705        SWISU     1Story      Reg           7     11.96400        1073
## 2706       Sawyer     1Story      Reg           4     11.90497        1051
## 2707       Sawyer     1Story      Reg           4     11.40756           0
## 2708       Sawyer     1Story      Reg           6     11.94795        1059
## 2709       Sawyer     1Story      IR1           5     11.94211        1064
## 2711       Sawyer       SLvl      IR1           6     11.79056         912
## 2713       Sawyer     1Story      IR1           5     11.97035        1051
## 2714       Sawyer     2Story      Reg           6     11.91505         672
## 2715       Sawyer     1Story      IR1           5     12.01370        1176
## 2717       Sawyer       SLvl      IR1           6     11.98605         960
## 2718       Sawyer     1Story      IR1           5     11.96081        1967
## 2719       Sawyer     1Story      Reg           5     11.96400        1949
## 2720       Sawyer     1.5Fin      Reg           5     12.05815        1052
## 2724       Sawyer       SLvl      IR1           4     11.88449         648
## 2726      ClearCr     1Story      Reg           7     12.53538        1865
## 2727      ClearCr     1Story      Reg           5     12.00762        1000
## 2728      ClearCr     1.5Fin      Reg           7     12.32386        1304
## 2729       Sawyer     SFoyer      Reg           5     11.77529         782
## 2730       Sawyer     1Story      IR1           5     11.86710         864
## 2731      ClearCr     1.5Fin      Reg           7     11.90767         430
## 2733      Edwards     1Story      Reg           4     11.89136         967
## 2735      Edwards     2Story      Reg           5     12.32386         896
## 2737      Edwards     2Story      Reg           6     12.36734         672
## 2738      Edwards     2.5Unf      Reg           6     12.93603        1836
## 2740      Edwards     1Story      Reg           5     11.81303           0
## 2741      Edwards     1Story      Reg           5     11.82774        1057
## 2742      Edwards     1.5Fin      Reg           6     11.82701         994
## 2743      Edwards     1.5Fin      Reg           6     11.91772        1000
## 2744      Edwards     1Story      IR1           5     11.72400         980
## 2746      Edwards     1.5Fin      Reg           5     11.42409         810
## 2747      SawyerW     1Story      Reg           6     12.10071        1298
## 2749      SawyerW     2Story      IR1           8     12.27839         777
## 2750      SawyerW     SFoyer      Reg           6     12.32163        1344
## 2759      CollgCr     1Story      Reg           7     12.46844        1734
## 2762      CollgCr     1Story      Reg           7     12.32386        1614
## 2763      CollgCr     2Story      IR1           7     12.10625         784
## 2765      ClearCr     1Story      IR1           5     12.15478        1624
## 2766      ClearCr       SLvl      IR1           6     12.10071         938
## 2767      ClearCr     1Story      IR1           7     12.54254        1533
## 2769      CollgCr     SFoyer      IR1           5     11.90497         870
## 2770      CollgCr     1Story      Reg           5     11.88449        1100
## 2771      CollgCr     2Story      IR1           6     12.13886         781
## 2772      CollgCr     1Story      IR1           7     12.17045        1425
## 2773      CollgCr     1Story      IR2           5     11.95761         990
## 2774      CollgCr     1Story      Reg           7     12.36734        1525
## 2775      CollgCr     1Story      IR1           6     12.28765        1479
## 2776      CollgCr     1Story      IR1           7     12.27373        1588
## 2777      CollgCr     2Story      IR1           7     12.18587         842
## 2778      CollgCr     2Story      IR1           7     12.28765         951
## 2779      CollgCr     2Story      IR1           7     12.20607         916
## 2780      CollgCr     2Story      IR1           7     12.16785         936
## 2781      CollgCr     1Story      IR1           7     12.23077        1541
## 2782      CollgCr       SLvl      IR1           5     11.79434         911
## 2783      CollgCr     2Story      IR1           6     11.96718         675
## 2784      CollgCr       SLvl      IR1           6     12.06681         995
## 2785      CollgCr     1Story      IR1           5     11.76368         971
## 2786      CollgCr     1Story      IR1           5     11.76368         864
## 2788      CollgCr     1Story      Reg           5     11.69441         864
## 2789      Landmrk     2Story      IR1           6     11.82774         630
## 2790      CollgCr     2Story      Reg           8     12.44902        1065
## 2791      CollgCr     2Story      IR1           7     12.31043         826
## 2792      CollgCr     2Story      IR2           6     12.27373         840
## 2793      CollgCr     1Story      Reg           8     12.30138        1348
## 2794      CollgCr     1Story      IR2           8     12.52453        1753
## 2795      CollgCr     2Story      Reg           7     12.19096         872
## 2796      CollgCr     1Story      Reg           7     12.34583        1654
## 2797      CollgCr     2Story      IR1           8     12.50061        1090
## 2798      CollgCr     2Story      IR2           7     12.25914        1065
## 2799      CollgCr     2Story      IR1           7     12.33271        1054
## 2800      CollgCr     2Story      Reg           7     12.37582         930
## 2801      CollgCr     2Story      Reg           7     12.52198        1108
## 2802      CollgCr     1Story      Reg           7     12.28690        1860
## 2803      CollgCr     1Story      Reg           6     11.79810         848
## 2804      CollgCr     1Story      Reg           6     11.95697         848
## 2806      CollgCr     1Story      Reg           7     12.24047        1390
## 2807      CollgCr     2Story      IR2           7     12.18075         847
## 2808      CollgCr     1Story      Reg           6     12.20607        1682
## 2810      CollgCr     2Story      Reg           7     12.18485         784
## 2812      CollgCr     2Story      IR1           7     12.18842         860
## 2818      Edwards     1Story      Reg           5     11.91772        1466
## 2819      Edwards     1Story      Reg           4     11.53273         836
## 2820      Edwards     SFoyer      IR1           6     11.75587         976
## 2821      Edwards     SFoyer      IR1           6     11.75587         945
## 2823      Edwards     2Story      Reg           7     12.18842         796
## 2824      Edwards     1Story      Reg           6     11.67206         914
## 2825      Edwards     2Story      IR1           7     12.34148        1150
## 2826      Edwards       SLvl      Reg           5     11.88449         547
## 2834      Edwards     1.5Fin      Reg           4     11.49170         624
## 2835      Edwards     1.5Fin      Reg           6     11.42954         832
## 2837      Edwards     1.5Fin      Reg           5     11.30220         658
## 2838      Edwards     1.5Fin      Reg           5     11.56076         784
## 2839      Edwards     1Story      Reg           5     11.65269         864
## 2841      Edwards     1.5Fin      Reg           5     11.66135         686
## 2843        SWISU     2.5Fin      Reg           4     11.68267         795
## 2846        SWISU     2Story      Reg           5     11.98293         686
## 2847        SWISU     1.5Fin      Reg           6     11.84940         940
## 2848        SWISU     1.5Fin      Reg           5     11.82774        1058
## 2850        SWISU     2Story      Reg           7     11.98293         624
## 2851      Crawfor     2Story      Reg           5     11.84142         747
## 2852        SWISU     2Story      Reg           6     11.91170         755
## 2853        SWISU     1.5Fin      Reg           5     11.53273        1008
## 2855      Crawfor     2Story      Reg           7     12.20657         793
## 2856        SWISU     1.5Fin      Reg           5     11.78295         992
## 2857        SWISU     1.5Fin      Reg           5     11.62625         824
## 2860      Crawfor     2Story      IR1           8     12.34583         792
## 2861      Crawfor     1.5Fin      Reg           5     12.17561         901
## 2862      Crawfor     1Story      Reg           4     11.83138         700
## 2863      Crawfor     1.5Fin      IR1           7     12.42922        1017
## 2864      Crawfor     1.5Fin      IR1           7     12.29225        1022
## 2865      Crawfor     2Story      IR1           6     12.38422         952
## 2866      Crawfor     2Story      IR1           7     12.20357         637
## 2867      Crawfor     2Story      IR1           6     12.25486         697
## 2869      Crawfor     1Story      Reg           5     12.28995        1430
## 2870      Crawfor     2Story      Reg           5     12.45683        1168
## 2871      Crawfor     1Story      Reg           5     11.96400        1165
## 2872      Crawfor     1Story      IR1           6     12.31493        1844
## 2873       IDOTRR     1Story      Reg           5     11.53273         976
## 2874       IDOTRR     1.5Fin      Reg           6     11.88724         861
## 2876       IDOTRR     1Story      Reg           4     11.35041         641
## 2878       IDOTRR     1.5Fin      Reg           6     11.84223         967
## 2885      Crawfor     1Story      IR1           8     12.61154        1594
## 2886      Mitchel     1Story      IR1           6     12.39876        1625
## 2887      Mitchel     1Story      Reg           6     11.88449        1664
## 2888      Mitchel     1Story      Reg           8     12.25009        1491
## 2889      Mitchel     SFoyer      Reg           6     11.81303         975
## 2890      Mitchel       SLvl      Reg           6     11.90497        1128
## 2891      Mitchel     1Story      Reg           7     12.04942        1907
## 2892       Timber     2Story      IR1           7     12.72189        1210
## 2893      GrnHill     1Story      IR1           7     12.34583           0
## 2895       Timber     1Story      IR1           8     12.33710        1686
## 2896       Timber     1Story      IR1           6     12.07824        1112
## 2897       Timber     1Story      IR1           7     12.10071        1309
## 2898       Timber     2Story      IR2           7     12.42922        1216
## 2899       Timber     1Story      IR1           6     12.21602        1381
## 2900       Timber     1Story      Reg           8     12.65236        1800
## 2905      Mitchel     SFoyer      Reg           7     12.27839        1288
## 2906      Mitchel     1Story      Reg           6     12.00762        1216
## 2907      Mitchel     1Story      Reg           6     11.94146        1237
## 2909      MeadowV     2Story      Reg           5     11.55694         264
## 2910      MeadowV     2Story      Reg           5     11.75194         757
## 2912      Mitchel     1Story      IR1           5     11.74800         864
## 2913      Mitchel     1Story      IR1           5     11.89478        1652
## 2914      MeadowV     SFoyer      Reg           4     11.19821         630
## 2915      MeadowV     2Story      Reg           4     11.28225         546
## 2916      Mitchel     1Story      Reg           5     11.84940        1104
## 2919      MeadowV     2Story      Reg           4     11.28351         546
## 2920      MeadowV     2Story      Reg           4     11.41311         546
## 2922      Mitchel     1Story      IR1           6     11.92437        1728
## 2923      Mitchel     1Story      Reg           5     12.14420        1728
## 2924      Mitchel     1Story      Reg           5     11.98293        1126
## 2926      Mitchel       SLvl      IR1           6     11.86710        1003
## 2927      Mitchel     1Story      IR1           5     11.78295         864
## 2928      Mitchel     SFoyer      Reg           5     11.79056         912
## 2929      Mitchel     1Story      Reg           5     12.04355        1389
## 2930      Mitchel     2Story      Reg           7     12.14420         996
##      HouseStyle.1 Zoning LotShape.1 SaleCondition Functional LotArea.1 SubClass
## 1          1Story     RL        IR1        Normal        Typ     31770       20
## 2          1Story     RH        Reg        Normal        Typ     11622       20
## 3          1Story     RL        IR1        Normal        Typ     14267       20
## 4          1Story     RL        Reg        Normal        Typ     11160       20
## 5          2Story     RL        IR1        Normal        Typ     13830       60
## 6          2Story     RL        IR1        Normal        Typ      9978       60
## 7          1Story     RL        Reg        Normal        Typ      4920      120
## 8          1Story     RL        IR1        Normal        Typ      5005      120
## 9          1Story     RL        IR1        Normal        Typ      5389      120
## 10         2Story     RL        Reg        Normal        Typ      7500       60
## 11         2Story     RL        IR1        Normal        Typ     10000       60
## 12         1Story     RL        IR1        Normal        Typ      7980       20
## 13         2Story     RL        IR1        Normal        Typ      8402       60
## 14         1Story     RL        Reg        Normal        Typ     10176       20
## 15         1Story     RL        IR1        Normal        Typ      6820      120
## 17         1.5Fin     RL        IR1        Normal        Typ     12134       50
## 19         1Story     RL        Reg        Normal        Typ     19138       20
## 21         1Story     RL        IR1        Normal        Typ     11751       20
## 22         SFoyer     RL        Reg        Family        Typ     10625       85
## 23         2Story     FV        Reg        Normal        Typ      7500       60
## 24         1Story     RL        IR1        Normal        Typ     11241       20
## 25         1Story     RL        IR1        Normal        Typ     12537       20
## 26         1Story     RL        Reg        Normal        Typ      8450       20
## 27         1Story     RL        Reg        Normal        Typ      8400       20
## 28         1Story     RL        Reg        Normal        Typ     10500       20
## 29         1Story     RH        IR1        Normal        Typ      5858      120
## 30         2Story     RM        Reg        Normal        Typ      1680      160
## 31         2Story     RM        Reg        Normal        Typ      1680      160
## 32         2Story     RM        Reg        Family        Typ      1680      160
## 33         1Story     RL        Reg        Normal        Typ      4043      120
## 34         2Story     RL        Reg        Normal        Typ      2280      160
## 35         1Story     RL        Reg        Normal        Typ      2280      120
## 36         2Story     RL        Reg        Normal        Typ      2280      160
## 38         1Story     RL        Reg        Normal        Typ     11478       20
## 42         1Story     RL        Reg        Normal        Typ     11520       20
## 43         1Story     RL        IR1        Normal        Typ     14122       20
## 44         1Story     RL        IR1        Normal        Typ     10171       20
## 47         1Story     RL        Reg        Normal        Typ     14300       20
## 48         2Story     RL        Reg        Normal        Typ     13650       60
## 49         1Story     RL        Reg        Normal        Typ      7658      120
## 50         1Story     RL        IR1        Normal        Typ      7132      120
## 51         2Story     RL        Reg        Normal        Typ      2628      160
## 52         1Story     RL        IR1        Normal        Typ     18494       20
## 53         1Story     RL        Reg        Normal        Typ      3203      120
## 54         1Story     RL        Reg        Normal        Typ      3182      120
## 55           SLvl     RL        IR1        Normal        Typ     13300       80
## 56         2Story     RL        Reg        Normal        Typ      7851       60
## 57         2Story     RL        IR1        Normal        Typ      8577       60
## 58           SLvl     RL        IR1        Normal        Typ      7750       80
## 59         2Story     RL        IR1        Normal        Typ      9505       60
## 60         2Story     RL        IR1        Normal        Typ     14774       60
## 61         2Story     RL        IR2        Normal        Typ     17433       60
## 62         1Story     RL        IR1        Normal        Typ     10593       20
## 63         2Story     RL        IR1        Normal        Typ     12256       60
## 64         2Story     RL        IR1        Normal        Typ     11764       60
## 65         2Story     RL        IR2        Normal        Typ     16770       60
## 66         1.5Fin     RL        IR1        Normal        Typ     14720       50
## 67         1Story     RL        Reg        Normal        Typ      8987       20
## 69         2Story     FV        Reg        Normal        Typ      8640       60
## 70         1Story     FV        Reg        Normal        Typ      9000       20
## 71         2Story     FV        Reg        Normal        Typ     12552       60
## 72         1Story     FV        Reg        Normal        Typ     10440       20
## 73         2Story     RL        IR1        Normal        Typ     10142       60
## 74         2Story     RL        Reg        Normal        Typ     11920       60
## 75         2Story     RL        IR1        Normal        Typ      8880       60
## 76         1Story     RL        Reg        Normal        Typ      8012      120
## 77         2Story     RL        Reg        Normal        Typ     11218       60
## 78         1Story     RL        Reg        Normal        Typ      7892      120
## 79         1Story     RL        Reg        Normal        Typ      7175      120
## 80         2Story     RL        IR1        Normal        Typ      9453       60
## 81         1Story     RL        Reg        Normal        Typ      9672       20
## 82         2Story     RL        Reg        Normal        Typ      8400       60
## 83         1Story     RH        Reg        Normal        Typ      9800       30
## 84         1.5Fin     RM        Reg        Normal        Typ      8930       90
## 86         1Story     RL        Reg        Normal        Typ      8450       20
## 87         1Story     RL        IR1        Normal        Typ      9819       20
## 88         1Story     RL        Reg        Normal        Typ      7500       20
## 89         1Story     RL        IR1        Normal        Typ      6897       20
## 91         2Story     RL        IR1        Normal        Typ     10186       60
## 92         2Story     RL        IR1        Normal        Typ     13143       60
## 93         2Story     RL        Reg        Normal        Typ     11134       60
## 94         1Story     FV        IR1        Normal        Typ      4835      120
## 95         2Story     FV        Reg        Normal        Typ      3515      160
## 96         2Story     FV        Reg        Normal        Typ      3215      160
## 97         2Story     FV        Reg        Normal        Typ      3182      160
## 98         2Story     FV        Reg        Normal        Typ      2544      160
## 99         2Story     FV        Reg        Normal        Typ      2544      160
## 101        2Story     FV        Reg        Normal        Typ      2117      160
## 102        2Story     FV        Reg        Normal        Typ      2980      160
## 103        2Story     FV        Reg        Normal        Typ      2572      160
## 104        2Story     FV        IR1        Normal        Typ      2403      160
## 106        2Story     FV        IR1        Normal        Typ      7379       60
## 107        1Story     RL        IR1        Normal        Typ      4420      120
## 108        1Story     RL        IR1        Normal        Typ      3880      120
## 109        2Story     RL        IR1        Normal        Typ     13517       60
## 110        1Story     FV        Reg        Normal        Typ      8000       20
## 111        1Story     RL        IR1        Normal        Typ     10456       20
## 112        2Story     RL        Reg        Normal        Typ     10791       60
## 113        1Story     RL        IR1        Normal        Typ     10603       20
## 114        1.5Fin     RL        IR1        Normal        Typ     18837       50
## 115        2Story     RL        Reg        Normal        Typ     10421       60
## 116        1Story     RL        Reg        Normal        Typ      9360       20
## 117        2Story     RL        Reg        Normal        Typ      9600       60
## 118        1Story     RL        Reg        Normal        Typ      9600       20
## 119        1Story     RL        Reg        Normal        Typ      9790       20
## 120        1Story     RL        IR1        Normal        Typ      9320       20
## 121        1Story     RL        Reg        Normal        Typ      9900       20
## 122        1Story     RL        Reg        Normal        Typ      9680       20
## 123          SLvl     RL        IR1        Family        Typ     10600       80
## 124          SLvl     RL        IR1        Normal        Typ     14112       80
## 127        1Story     RL        Reg        Normal        Typ      9717       20
## 129        1.5Fin     RL        Reg        Normal        Typ     17360       50
## 130        1Story     RL        IR1        Normal        Typ      7207       20
## 132        1Story     RL        Reg        Normal        Typ      9920       20
## 133          SLvl     RL        Reg        Normal        Typ      9600       80
## 134        1Story     RL        Reg        Normal        Typ      7800       20
## 135        SFoyer     RL        IR1        Normal        Typ     11380       85
## 136        2Story     RL        Reg        Normal        Typ     11600       90
## 139        1Story     RL        Reg        Normal        Typ      8267       90
## 140        1Story     RL        Reg        Normal        Typ      8197       20
## 141        1Story     RL        IR1        Normal        Typ      8050       20
## 142        1Story     RL        IR1        Normal        Typ     10552       20
## 143        1Story     RL        Reg        Normal        Typ      8400       20
## 144        1Story     RL        Reg        Normal        Typ      8760       20
## 146        1Story     RL        Reg        Normal        Typ      9300       20
## 147        1Story     RL        IR1        Normal        Typ     10725       20
## 148        1Story     RL        Reg        Normal        Typ     10032       20
## 149        1.5Fin     RL        Reg        Normal        Typ      8382       50
## 150        1Story     RL        Reg        Normal        Typ     10950       20
## 151        1Story     RL        Reg        Normal        Typ     10895       20
## 154        1Story     RL        Reg        Normal        Typ      7898       30
## 156        1Story     RL        Reg        Normal        Typ     10200       20
## 157        1Story     RL        Reg        Normal        Typ      5868       20
## 159        SFoyer     RL        Reg        Normal        Typ      6979       90
## 160        1Story     RL        IR1        Normal        Typ      9830       20
## 161          SLvl     RL        Reg        Normal        Typ     11275       80
## 162        1.5Fin     RL        Reg        Normal        Typ      8064       50
## 163        1Story     RL        Reg        Normal        Typ      7500       20
## 164        1.5Fin     RL        Reg        Normal        Typ      8520       50
## 165        1Story     RL        Reg        Normal        Typ      7200       20
## 166        1Story     RL        IR1        Normal        Typ     10000       20
## 167        1Story     RL        IR1        Normal        Typ      7635       20
## 169        2Story     RL        Reg        Normal        Typ      7700       60
## 172        1Story     RM        Reg        Normal        Typ      4485       30
## 173        1Story     RM        Reg        Normal        Typ      8960       30
## 174        1Story     RM        Reg        Normal        Typ      5805       20
## 175        2Story     RM        Reg        Normal        Typ      5790       50
## 176        1Story     RM        Reg        Normal        Typ      4608       30
## 178        1.5Fin     RM        Reg        Normal        Typ      5500       50
## 179        1.5Fin     RM        Reg        Normal        Typ      6900       45
## 180        1.5Fin     RM        Reg        Normal        Typ     11851       50
## 181        1.5Fin     RM        Reg        Normal        Typ      8239       50
## 183        1Story     RM        Reg        Normal        Typ      8520       30
## 185        1.5Fin     RM        Reg        Normal        Typ     10800       50
## 186        2Story     RM        Reg        Normal        Typ      9000       70
## 188        1Story     RM        Reg        Normal        Typ      7407       20
## 189        2Story     RM        Reg        Normal        Typ      7740       70
## 190        2Story     RM        Reg        Normal        Typ     11340      190
## 192        1.5Fin     RM        Reg        Normal        Typ      5830       50
## 193        2.5Unf     RL        IR1        Normal        Typ      7793       75
## 194        1Story     RM        Reg        Normal        Typ      5000       30
## 196        1.5Fin     RM        Reg        Normal        Typ      6000       50
## 198        1.5Fin     RM        Reg        Normal        Typ      6000       50
## 199        1.5Fin     RM        Reg        Normal        Typ      6240       50
## 200        1.5Fin     RM        Reg        Normal        Typ      6240       50
## 201        1Story     RM        Reg        Normal        Typ      6120       30
## 202        2Story     RM        IR1        Normal        Typ     10300       70
## 203        1.5Fin     RM        Reg        Normal        Typ      8094       50
## 204        2Story     RM        Reg        Normal        Typ     12900       70
## 205        2Story     RM        Reg        Normal        Typ      3068       70
## 206        1Story     RM        IR2        Normal        Typ      8472       90
## 208        2Story     RM        Reg        Normal        Typ      7630      190
## 209        2Story     RL        Reg        Normal        Typ     24090       70
## 210        1Story     RL        IR1        Normal        Typ     15263       20
## 212        1.5Fin     RL        Reg        Normal        Typ      9900      190
## 213        1.5Fin     RL        IR1        Normal        Typ      6001       50
## 215        1.5Fin     RH        Reg        Normal        Typ      6048      190
## 216        1.5Fin     RL        Reg        Normal        Typ      6342       50
## 217        1Story     RL        Reg        Normal        Typ     10773       90
## 218        1Story     RL        Reg        Normal        Typ     10778       90
## 219        1Story     RL        Reg        Normal        Typ     11625      190
## 221        1Story     RL        Reg        Normal        Typ      8521       20
## 222        1Story     RL        IR1        Normal        Typ      8246       20
## 223        1Story     RL        Reg        Normal        Typ      7800       20
## 224        2Story     RL        Reg        Normal        Typ      9364       60
## 225        1Story     RL        Reg        Normal        Typ      7832       20
## 226        SFoyer     RL        IR1        Normal        Typ      7424       90
## 227        2Story     RL        Reg        Normal        Typ     11227       60
## 229        2Story     RL        Reg        Normal        Typ     14000       60
## 230        1Story     RL        IR1        Normal        Typ     20062       20
## 231        1Story     RL        Reg        Normal        Typ      9259       30
## 233        1Story     RL        Reg        Normal        Typ     23595       40
## 234        2Story     RL        IR1        Normal        Typ     17082       60
## 235        1.5Fin     RL        Reg        Normal        Typ     18600       50
## 237        1Story     RL        Reg        Normal        Typ     11479       20
## 238        1Story     RL        Reg        Normal        Typ      9571       20
## 239        1.5Fin     RL        Reg        Normal        Typ      9350       50
## 240        1Story     RL        Reg        Normal        Typ      9525       20
## 241        1Story     RL        Reg        Normal        Typ     10420       20
## 243        1Story     RL        IR1        Normal        Typ     11200       20
## 245        2Story     RL        Reg        Normal        Typ      9206       60
## 246        1Story     RL        Reg        Normal        Typ     11980       20
## 247        2Story     RL        IR1        Normal        Typ     12361       60
## 248        2Story     RL        Reg        Normal        Typ      9938       60
## 249        SFoyer     RL        Reg        Normal        Typ      9069       85
## 250        1Story     RL        IR1        Normal        Typ     10475       20
## 251        1Story     RL        Reg        Normal        Typ      6762       20
## 252        1Story     RL        IR1        Normal        Typ     10402       20
## 253        1Story     RL        Reg        Normal        Typ      7360       20
## 254        2Story     RL        Reg        Normal        Typ     12376       60
## 255        1.5Fin     RL        IR1        Normal        Typ     14235       50
## 256          SLvl     RL        Reg        Normal        Typ      8816       80
## 257        SFoyer     RL        Reg        Normal        Typ     11105       85
## 258        2Story     RL        IR1        Normal        Typ      9337       60
## 259        2Story     RL        Reg        Normal        Typ      8750       60
## 260        1Story     RL        IR1        Normal        Typ     15240       20
## 261        2Story     RL        IR1        Normal        Typ     10900       60
## 262        1Story     RL        Reg        Normal        Typ     10650       20
## 263        1Story     RL        Reg        Normal        Typ      7480       20
## 264        1Story     RL        Reg        Normal        Typ     10389       20
## 265        1Story     RL        Reg        Normal        Typ     11423       20
## 266        2Story     RL        IR1        Normal        Typ      9548       60
## 267        2Story     RL        Reg        Normal        Typ      9375       60
## 268        1Story     RL        IR2        Normal        Typ     12137       20
## 269        1Story     RM        Reg        Normal        Typ      4435      120
## 270        1Story     RM        Reg        Normal        Typ      4426      120
## 271        1Story     RL        IR2        Normal        Typ     10635       20
## 272        1Story     RL        Reg        Normal        Typ      8400       20
## 273        1Story     RL        Reg        Normal        Typ      8773       20
## 276        1Story     RL        Reg        Normal        Typ      9825       90
## 277        1Story     RL        IR1        Normal        Typ     10044       20
## 279          SLvl     RL        Reg        Normal        Typ      6305       80
## 281        1Story     RL        Reg        Normal        Typ      6410       20
## 282        1Story     RM        Reg        Normal        Typ      8546       20
## 283        1.5Fin     RL        Reg        Normal        Typ      8741       50
## 284        1.5Fin     RL        Reg        Normal        Typ     12180      190
## 286        1Story     RL        Reg        Normal        Typ      4853       30
## 287        2Story     RL        Reg        Normal        Typ      6858       70
## 288        1Story     RL        Reg        Normal        Typ      8212       30
## 289        1.5Fin     RL        Reg        Normal        Typ      5000       50
## 290        1Story     RL        Reg        Normal        Typ      7890       30
## 292        1.5Fin     RL        Reg        Normal        Typ      9839       50
## 294        1.5Fin     RL        IR1        Normal        Typ     10452       50
## 295        2Story     RL        Reg        Normal        Typ     15600       90
## 296        2Story     RL        Reg        Normal        Typ      9042       70
## 297        1Story     RL        Reg        Normal        Typ     17500       20
## 298          SLvl     RL        IR1        Normal        Typ     19645       80
## 299        1Story     RM        IR1        Normal        Typ      3907      120
## 300        1Story     RM        IR1        Normal        Typ      3907      120
## 301        1Story     RL        IR1        Normal        Typ     15602       20
## 302        1.5Fin     RM        Reg        Normal        Typ      5436       50
## 304        1.5Fin     RM        Reg        Normal        Typ      9140       50
## 309        1Story     RM        IR1        Normal        Typ      3811      120
## 310        2Story     RL        Reg        Normal        Typ     11050       60
## 311          SLvl     RL        Reg        Normal        Typ      9620       80
## 312        1Story     RL        IR1        Normal        Typ      9196       20
## 313          SLvl     RL        IR1        Normal        Typ     12328       80
## 314        1Story     RL        IR1        Normal        Typ     12760       90
## 316        1Story     RL        IR1        Normal        Typ     11896       20
## 318        2Story     RL        Reg        Normal        Typ      9802       60
## 320        2Story     RL        Reg        Normal        Typ     11316       60
## 321        2Story     RL        Reg        Normal        Typ     14191       60
## 322        1Story     RL        IR1        Normal        Typ     13214       20
## 323        1Story     RL        Reg        Normal        Typ     15300       20
## 324        1Story     RL        Reg        Normal        Typ     10114       20
## 325        2Story     RL        Reg        Normal        Typ      9400       90
## 326        1Story     RL        Reg        Normal        Typ     11875       20
## 327        2Story     RM        Reg        Normal        Typ      1974      160
## 328        1Story     RM        Reg        Normal        Typ      2394      120
## 329        2Story     RM        Reg        Normal        Typ      2592      160
## 330        2Story     RM        Reg        Normal        Typ      1476      160
## 331        SFoyer     RM        Reg        Normal        Typ      1491      180
## 332        2Story     RM        Reg        Normal        Typ      1900      160
## 333        2Story     RM        Reg        Normal        Typ      1890      160
## 334        1Story     RL        Reg        Normal        Typ      6953       20
## 335        1Story     RL        IR1        Normal        Typ     26142       20
## 336        1Story     RL        Reg        Normal        Typ     12887       20
## 337        2Story     RL        Reg        Normal        Typ      7700       90
## 338        2Story     RL        Reg        Normal        Typ     10475       60
## 339        1.5Fin     RL        IR1        Normal        Typ     10544       50
## 340        1Story     RL        Reg        Normal        Typ      9892       20
## 341        2Story     RL        Reg        Normal        Typ     12961       60
## 342        1Story     RL        IR1        Normal        Typ     13008       20
## 343        1Story     RL        Reg        Normal        Typ     10200       20
## 344          SLvl     RL        Reg        Normal        Typ     13860       80
## 345        2Story     RL        IR1        Normal        Typ     10179       60
## 346        2Story     RL        IR1        Normal        Typ     11792       60
## 347          SLvl     RL        Reg        Normal        Typ      8400       80
## 348        1Story     RL        IR1        Normal        Typ     14892       20
## 349          SLvl     RL        IR1        Normal        Typ      8530       80
## 350        1Story     RL        IR1        Normal        Typ      7296      120
## 351        1Story     RL        IR1        Normal        Typ      5664      120
## 352        1Story     RL        IR1        Normal        Typ      7380      120
## 353        1Story     RL        IR1        Normal        Typ      8013      120
## 354          SLvl     RL        IR1        Normal        Typ      8923       80
## 355        2Story     RL        IR1        Normal        Typ     10141       60
## 356        2Story     RL        Reg        Normal        Typ      7500       60
## 357        2Story     RL        IR1        Normal        Typ      7837       60
## 358        2Story     RL        IR2        Normal        Typ      9765       60
## 359        2Story     RL        IR1        Normal        Typ      8803       60
## 360        1Story     RL        Reg        Normal        Typ      7250       20
## 361        2Story     RL        IR1        Normal        Typ      9636       60
## 362        2Story     RL        Reg        Normal        Typ      8125       60
## 363        1Story     RL        IR1        Normal        Typ      9248       20
## 364        2Story     RL        IR1        Normal        Typ     10762       60
## 365        1Story     RL        Reg        Normal        Typ     11851       20
## 369        1Story     RL        IR1        Normal        Typ     16158       20
## 370        2Story     RL        Reg        Normal        Typ     11900       60
## 371        2Story     RL        IR1        Normal        Typ     13005       60
## 372        1Story     RL        IR1        Normal        Typ     17043       20
## 373        1Story     RL        Reg        Family        Typ     11900       20
## 374        1Story     RL        IR1        Normal        Typ     16635       20
## 376        1Story     RL        Reg        Normal        Typ     10928       20
## 377        2Story     RL        IR1        Normal        Typ     12388       60
## 378          SLvl     RL        Reg        Normal        Typ     14115       80
## 379        1Story     RL        Reg        Normal        Typ     11088       20
## 380        1Story     RL        Reg        Normal        Typ      9600       20
## 382        1Story     RL        Reg        Family        Typ     10400       20
## 383        2Story     RL        IR1        Normal        Typ     10304       60
## 384        2Story     FV        Reg        Normal        Typ      7000       60
## 386        2Story     FV        Reg        Normal        Typ      7500       60
## 387        2Story     FV        Reg        Normal        Typ      8470       60
## 388        1Story     RL        IR1        Normal        Typ      9373       20
## 389        1Story     RL        Reg        Normal        Typ     10140       20
## 390        1Story     RL        IR1        Normal        Typ     11050       20
## 391        1Story     RL        Reg        Normal        Typ     10140       20
## 393        2Story     RL        Reg        Normal        Typ      9000       90
## 394        1Story     RL        IR1        Normal        Typ      8750       20
## 395        1Story     RL        Reg        Normal        Typ      7930       20
## 396        1Story     RL        IR1        Normal        Typ      7830       20
## 397        1Story     RL        IR1        Normal        Typ      8510       20
## 399        1Story     RL        Reg        Normal        Typ      6960       20
## 400        1Story     RL        Reg        Normal        Typ      8120       20
## 402        1Story     RL        Reg        Normal        Typ      9000       20
## 403        2Story     RM        Reg        Normal        Typ      1680      160
## 406        2Story     RM        Reg        Normal        Typ      1680      160
## 407        2Story     RM        Reg        Normal        Typ      1680      160
## 408        2Story     RM        Reg        Normal        Typ      1680      160
## 409        1Story     RL        IR1        Normal        Typ      4928      120
## 410        2Story     RL        Reg        Normal        Typ      2308      160
## 411        2Story     RL        Reg        Normal        Typ      2280      160
## 412        1Story     RL        Reg        Normal        Typ      2280      120
## 413        2Story     RL        Reg        Normal        Typ      2308      160
## 414        2Story     RL        Reg        Normal        Typ      2349      160
## 415        2Story     RL        Reg        Normal        Typ      2364      160
## 416        2Story     RL        Reg        Normal        Typ      2289      160
## 417        2Story     RL        Reg        Normal        Typ      2364      160
## 418        1Story     RL        Reg        Normal        Typ      2104      120
## 419        1Story     RL        Reg        Normal        Typ      7150       20
## 420        1Story     RL        Reg        Normal        Typ     10710       20
## 421        1Story     RL        Reg        Normal        Typ     12456       20
## 422        2Story     RL        Reg        Normal        Typ     14257       60
## 424        1Story     RL        Reg        Normal        Typ     15431       20
## 425        1Story     RL        IR1        Normal        Typ     13173       20
## 426        1Story     RL        Reg        Normal        Typ     14230       20
## 429        2Story     RL        IR1        Normal        Typ     11308       60
## 430        1Story     RL        Reg        Normal        Typ     12350       20
## 432        2Story     RL        IR1        Normal        Typ     13478       60
## 433        1Story     RL        Reg        Normal        Typ     13693       20
## 435        1Story     RL        Reg        Normal        Typ     11578       20
## 436        1Story     RL        IR1        Normal        Typ     16870       20
## 437        2Story     RL        IR3        Family        Typ     23303       60
## 438        1Story     RL        IR1        Normal        Typ     11146       20
## 439        1Story     RL        IR1        Normal        Typ     10367       20
## 440        1Story     RL        Reg        Normal        Typ      9591       20
## 441        1Story     RL        IR1        Normal        Typ     10872       20
## 442        1Story     RL        IR1        Normal        Typ     13514       20
## 443        2Story     RL        Reg        Normal        Typ      8834       60
## 444        1Story     RL        IR1        Normal        Typ     11362       20
## 445        1Story     RL        IR1        Normal        Typ     10655       20
## 446        1Story     RL        IR1        Normal        Typ     12878       20
## 448        1Story     RL        Reg        Normal        Typ     13472       20
## 449        1Story     RL        IR1        Normal        Typ     15274       20
## 450        2Story     RL        IR1        Normal        Typ     13262       60
## 451        1Story     RL        IR1        Normal        Typ      9658       20
## 452        1Story     RL        IR1        Normal        Typ      6904      120
## 453        1Story     RL        IR1        Normal        Typ      5381      120
## 454        1Story     RL        IR1        Normal        Typ      5122      120
## 455        1Story     RL        IR1        Normal        Typ     10307      120
## 456        1Story     RL        IR1        Normal        Typ      5001      120
## 458        1Story     RL        IR1        Normal        Typ     15262       20
## 460        1Story     RL        Reg        Normal        Typ      6472      120
## 461        1Story     RL        Reg        Normal        Typ     16770       20
## 462        1Story     RL        Reg        Normal        Typ      6240      120
## 463        1Story     RL        Reg        Normal        Typ      3480      120
## 464        2Story     RL        Reg        Normal        Typ      2268      160
## 465        2Story     RL        Reg        Normal        Typ     10928       60
## 466        2Story     RL        IR1        Normal        Typ      8918       60
## 467        2Story     RL        IR2        Normal        Typ     12589       60
## 468        2Story     RL        IR2        Normal        Typ     11911       60
## 469        1Story     RL        Reg        Normal        Typ      3684      120
## 470        1Story     RL        Reg        Normal        Typ      3635      120
## 471        1Story     RL        Reg        Normal        Typ      3182      120
## 472        1Story     RL        Reg        Normal        Typ      3182      120
## 473        1Story     RL        Reg        Normal        Typ      3182      120
## 474        1Story     RL        Reg        Normal        Typ      3182      120
## 475        2Story     RL        IR1        Normal        Typ      7795       60
## 476        2Story     RL        IR1        Normal        Typ      8068       60
## 477          SLvl     RL        IR1        Normal        Typ      9434       80
## 478        2Story     RL        IR1        Normal        Typ      7984       60
## 479          SLvl     RL        Reg        Normal        Typ      7750       80
## 480        2Story     RL        IR1        Normal        Typ     10125       60
## 481        2Story     RL        IR1        Normal        Typ      8965       60
## 482        2Story     RL        IR1        Normal        Typ      8174       60
## 483        1Story     RL        Reg        Normal        Typ      5063      120
## 484        2Story     RL        IR1        Normal        Typ      8795       60
## 485        2Story     RL        IR1        Normal        Typ     12891       60
## 486        2Story     RL        IR1        Normal        Typ     12224       60
## 487          SLvl     RL        IR1        Normal        Typ      9734       80
## 488        2Story     RL        IR1        Normal        Typ      8123       60
## 489        2Story     RL        IR1        Normal        Typ      8433       60
## 490          SLvl     RL        Reg        Normal        Typ      7750       80
## 491        2Story     RL        IR2        Normal        Typ     15896       60
## 492        2Story     RL        IR3        Normal        Typ     24682       60
## 493        2Story     RL        IR1        Normal        Typ      8755       60
## 494          SLvl     RL        IR1        Normal        Typ      7848       80
## 495        2Story     RL        Reg        Normal        Typ      9430       60
## 496        2Story     RL        IR1        Normal        Typ     15138       60
## 497        2Story     RL        Reg        Normal        Typ     12720       60
## 498        2Story     RL        IR1        Normal        Typ     16545       60
## 499        2Story     RL        IR1        Normal        Typ     12203       60
## 500        2Story     RL        IR1        Normal        Typ     10208       60
## 501        1Story     RL        IR1        Normal        Typ     10750       20
## 502        2Story     RL        Reg        Normal        Typ      9900       60
## 503        2Story     RL        Reg        Normal        Typ      9085       60
## 504        2Story     RL        IR1        Normal        Typ     11692       60
## 505        2Story     RL        IR2        Normal        Typ     46589       60
## 506        2Story     RL        IR2        Normal        Typ     29959       60
## 508        1Story     RL        IR1        Normal        Typ     11194       20
## 509        1Story     RL        Reg        Normal        Typ     10206       20
## 511        1Story     RL        Reg        Normal        Typ     10130       20
## 512        1Story     RL        IR1        Normal        Typ      9139       20
## 513        2Story     RL        Reg        Normal        Typ      9675       60
## 514        1Story     RL        Reg        Normal        Typ     11128       20
## 516        2Story     FV        Reg        Normal        Typ      9000       60
## 520        1Story     FV        Reg        Normal        Typ      8640       20
## 521        1Story     FV        IR1        Normal        Typ     12606       20
## 523        1Story     FV        Reg        Normal        Typ      7500       20
## 524        2Story     FV        Reg        Normal        Typ     11003       60
## 525        2Story     FV        Reg        Normal        Typ     10603       60
## 526        2Story     FV        Reg        Normal        Typ     10574       60
## 527        2Story     FV        Reg        Normal        Typ      8125       60
## 529        1Story     FV        Reg        Normal        Typ     10625       20
## 530        2Story     FV        Reg        Normal        Typ      9375       60
## 531        1Story     FV        Reg        Normal        Typ      7500       20
## 532        1Story     FV        IR1        Normal        Typ      8736       20
## 533        2Story     FV        IR1        Normal        Typ      8127       60
## 534        1Story     RL        Reg        Normal        Typ      9605       20
## 535        1Story     RL        Reg        Normal        Typ      7500       20
## 536        1Story     RL        Reg        Normal        Typ      7500       20
## 537        2Story     RL        IR1        Normal        Typ     10628       60
## 538        1Story     RL        IR1        Normal        Typ     10141       20
## 539        1Story     RL        Reg        Normal        Typ     10083       20
## 540        1Story     RL        Reg        Normal        Typ     13072       20
## 541        1Story     RL        Reg        Normal        Typ     13072       20
## 542        1Story     RL        Reg        Normal        Typ     12450       20
## 544        2Story     RL        IR1        Normal        Typ     11492       60
## 546        1Story     RL        IR1        Normal        Typ      8529       20
## 547        2Story     RL        Reg        Normal        Typ      7703       60
## 548        2Story     RL        Reg        Normal        Typ     10762      160
## 549        1Story     RL        Reg        Normal        Typ      7175      120
## 550        2Story     RL        Reg        Normal        Typ      9109       60
## 551        2Story     RL        IR1        Normal        Typ     10274       60
## 552        2Story     RL        Reg        Normal        Typ      8250       90
## 553        1Story     RH        Reg        Normal        Typ      8400       20
## 554        1.5Unf     RH        Reg        Normal        Typ      9000       45
## 555        1Story     RL        IR1        Normal        Typ      9750       20
## 556        1Story     RL        Reg        Normal        Typ      7064       20
## 557        1Story     RL        IR1        Normal        Typ      8499       20
## 558        1Story     RL        IR1        Normal        Typ      9079       20
## 559        1Story     RL        IR1        Family        Typ      9316       20
## 560        1Story     RL        IR1        Normal        Typ      7791       20
## 561        1Story     RL        Reg        Normal        Typ     10000       20
## 562        1Story     RL        IR1        Normal        Typ      8281       20
## 563        1Story     RL        Reg        Normal        Typ      7150       20
## 565        2Story     RL        Reg        Normal        Typ     11949       60
## 570        1Story     FV        IR1        Normal        Typ      4217      120
## 571        2Story     FV        Reg        Normal        Typ      3230      160
## 572        2Story     FV        Reg        Normal        Typ      2998      160
## 573        2Story     FV        Reg        Normal        Typ      3768      160
## 575        1Story     RL        IR1        Normal        Typ     14694       20
## 576        1Story     RL        IR1        Normal        Typ      3782      120
## 577        1Story     RL        Reg        Normal        Typ     15417       20
## 580        2Story     RL        Reg        Normal        Typ     11700       60
## 581        1Story     RL        IR1        Normal        Typ     11717       20
## 582        1Story     RL        IR1        Normal        Typ      9156       20
## 583        2Story     RL        IR1        Normal        Typ     10382       60
## 584        2Story     RL        IR1        Normal        Typ     12732       60
## 585        2Story     RL        IR1        Normal        Typ     12936       60
## 586        2Story     RL        Reg        Normal        Typ     10400       60
## 587          SLvl     RL        IR1        Normal        Typ     17871       80
## 588        1Story     RL        Reg        Normal        Typ      9600       20
## 590        2Story     RL        IR1        Normal        Typ     13774       60
## 591        1Story     RL        Reg        Normal        Typ      9650       20
## 593        2Story     RL        Reg        Normal        Typ      8400       60
## 594        1Story     RL        Reg        Normal        Typ      7130       20
## 595        1Story     RL        Reg        Normal        Typ      9600       20
## 596        1Story     RL        Reg        Normal        Typ      9100       20
## 598        SFoyer     RL        Reg        Normal        Typ     16500       85
## 599        1Story     RL        Reg        Normal        Typ      9790       20
## 600        1Story     RL        Reg        Normal        Typ      7436       20
## 601        1Story     RL        Reg        Normal        Typ      8125       20
## 602        1Story     RL        Reg        Normal        Typ      9100       20
## 603        1Story     RL        IR1        Normal        Typ      9450       20
## 606        1Story     RL        Reg        Normal        Typ     10004       20
## 607        1Story     RL        Reg        Normal        Typ      9350       20
## 609        1Story     RL        IR1        Normal        Typ     11000       20
## 610        2Story     RL        IR1        Normal        Typ      8970       60
## 611          SLvl     RL        IR1        Normal        Typ     12095       80
## 612        1Story     RL        Reg        Normal        Typ      9600       20
## 613          SLvl     RL        Reg        Normal        Typ     11475       80
## 614        1Story     RL        Reg        Normal        Typ      9768       20
## 615        1Story     RL        Reg        Normal        Typ      5330       30
## 616        1.5Fin     RL        IR1        Normal        Typ      7015       50
## 617        1Story     RL        Reg        Normal        Typ     12160       20
## 618        1Story     RL        Reg        Normal        Typ      9900       20
## 619        1Story     RL        Reg        Normal        Typ      9600       20
## 620        1Story     RL        Reg        Normal        Typ      9600       20
## 622        1Story     RL        Reg        Normal        Typ      9600       20
## 624        1Story     RL        IR1        Normal        Typ     10573       20
## 625        1Story     RL        IR1        Normal        Typ      9500       20
## 626        1Story     RL        IR1        Normal        Typ     14695       20
## 627        2Story     RL        Reg        Normal        Typ     13600       60
## 628        2Story     RL        Reg        Normal        Typ     13000       60
## 630        1.5Fin     RL        IR1        Normal        Typ     12513       50
## 631        1Story     RL        Reg        Normal        Typ      8760       20
## 632        1Story     RL        Reg        Normal        Typ      8400       20
## 633        1Story     RL        IR1        Normal        Typ     12285       20
## 634        1Story     RL        IR1        Normal        Typ      9240       20
## 636        1Story     RL        IR1        Normal        Typ     12400       20
## 638        1Story     RL        Reg        Normal        Typ      8750       20
## 639        1Story     RL        Reg        Family        Typ     10400       20
## 640          SLvl     RL        Reg        Normal        Typ     19296       80
## 641        1Story     RL        Reg        Normal        Typ      8532       20
## 642        1Story     RL        Reg        Normal        Typ      9482       90
## 643        1Story     RL        IR1        Normal        Typ      8128       20
## 645        1Story     RL        Reg        Normal        Typ     13070       20
## 646        1Story     RL        Reg        Normal        Typ     10434       20
## 648        1Story     RL        Reg        Normal        Typ      8480       30
## 649        1Story     RL        Reg        Normal        Typ      7626       20
## 650        1Story     RL        Reg        Normal        Typ      9533       20
## 652        2Story     RL        Reg        Normal        Typ     11419       60
## 653        1Story     RL        Reg        Normal        Typ      9600       20
## 654        1Story     RL        Reg        Normal        Typ      8000       20
## 655        1Story     RL        Reg        Normal        Typ      5470       20
## 657        2Story     RL        Reg        Normal        Typ     10800       60
## 658        2Story     RL        Reg        Normal        Typ      8146       70
## 659        1Story     RL        Reg        Normal        Typ      9022       30
## 660        1Story     RL        Reg        Normal        Typ     10230       30
## 662        2Story     RL        Reg        Normal        Typ      7200       70
## 664        1.5Fin     RL        Reg        Normal        Typ      5400       50
## 665        1Story     RL        Reg        Normal        Typ     10800       30
## 666        1Story     RL        Reg        Normal        Typ     10800       30
## 667        2Story     RL        Reg        Normal        Typ      9671       90
## 668        1Story     RL        Reg        Normal        Typ     10143       20
## 670        2Story     RL        Reg        Normal        Typ     11643       90
## 671        1Story     RL        Reg        Normal        Typ      8010       20
## 672        1Story     RL        IR1        Normal        Typ     10454       20
## 673        1Story     RL        IR1        Normal        Typ      8712       20
## 674        1Story     RL        IR1        Normal        Typ     17600       20
## 675        1Story     RL        IR1        Normal        Typ      9000       20
## 676        1Story     RL        Reg        Normal        Typ     12144       40
## 677        1Story     RL        Reg        Normal        Typ      8544       90
## 679        1Story     RL        Reg        Normal        Typ      7200       90
## 681        1Story     RL        Reg        Normal        Typ      7350       20
## 683        1Story     RL        Reg        Normal        Typ      7200       20
## 684          SLvl     RL        Reg        Normal        Typ      8000       80
## 685        1Story     RL        Reg        Normal        Typ      7931       20
## 686        1.5Fin     RL        Reg        Normal        Typ     10800       50
## 688        2Story     RL        Reg        Normal        Typ      7570       60
## 689        SFoyer     RL        IR1        Normal        Typ      8604       90
## 690        1Story     RL        Reg        Normal        Typ      7936       20
## 691        1Story     RL        Reg        Normal        Typ      6600       20
## 692        1.5Fin     RM        Reg        Normal        Typ      3950       50
## 693        2Story     RM        Reg        Normal        Typ     10440       50
## 694        1.5Fin     RM        Reg        Normal        Typ      4080       50
## 695        2Story     RM        Reg        Normal        Typ     10307       90
## 697        1.5Fin     RM        Reg        Normal        Typ     15660       50
## 698        2Story     RM        Reg        Normal        Typ      9900       70
## 699        2Story     RM        Reg        Normal        Typ      6406       70
## 701        2Story     RM        Reg        Normal        Typ      7627      190
## 702        2Story     RM        Reg        Normal        Typ      7596       90
## 703        2Story     RM        Reg        Normal        Typ      3378       60
## 704        1.5Fin     RM        Reg        Normal        Typ     10134       50
## 706        1.5Fin     RM        Reg        Normal        Typ      6000       50
## 707        1.5Fin     RM        Reg        Normal        Typ      6000      190
## 708        1Story     RM        Reg        Normal        Typ      7404       30
## 711        1Story     RM        Reg        Normal        Typ      5784       30
## 712        1Story     RM        Reg        Normal        Typ      8520       30
## 714        2Story     RM        Reg        Normal        Typ      9600       70
## 715        1.5Fin     RM        Reg        Normal        Typ      3500       50
## 716        2.5Unf     RM        Reg        Normal        Typ      8100       75
## 717        2Story     RM        IR1        Normal        Typ     11700       70
## 718        2Story     RM        Reg        Normal        Typ      8400       70
## 719        2Story     RM        Reg        Normal        Typ      3600       70
## 720        2Story     RM        Reg        Normal        Typ     17671       70
## 722        2Story     RM        Reg        Normal        Typ      9000       70
## 724        1.5Fin     RM        Reg        Normal        Typ      8820       50
## 725        1.5Fin     RM        Reg        Family        Typ      5400       50
## 726        2Story     RM        Reg        Normal        Typ      9720       70
## 729        2Story     RL        Reg        Normal        Typ     21384       70
## 730        1Story     RL        Reg        Normal        Typ      6615       30
## 731        1.5Fin     RL        Reg        Normal        Typ      7264       50
## 732        1.5Fin     RL        Reg        Normal        Typ      4960       70
## 733        1.5Unf     RL        Reg        Normal        Typ      8854       30
## 734        1.5Fin     RM        Reg        Normal        Typ      6000       50
## 735        1.5Fin     RM        Reg        Normal        Typ      6000       50
## 736        1.5Fin     RM        Reg        Normal        Typ      6000       50
## 737        1.5Fin     RM        Reg        Normal        Typ      6000       50
## 738        1.5Fin     RM        Reg        Normal        Typ      6000       50
## 739        1.5Unf     RM        Reg        Normal        Typ      6000       45
## 741        1.5Fin     RM        Reg        Normal        Typ      6120       50
## 742        1.5Fin     RM        Reg        Normal        Typ      6120       50
## 744        1Story     RM        Reg        Normal        Typ      6120       30
## 746        1.5Fin     RM        Reg        Normal        Typ      6120       50
## 747        1Story     RM        Reg        Normal        Typ      8635       30
## 748        2.5Unf     RL        IR1        Normal        Typ     11888       75
## 749        2Story     RL        IR1        Normal        Typ     11414       70
## 750        2Story     RM        Reg        Normal        Typ      8094       70
## 755        2Story     RM        Reg        Normal        Typ      6876       70
## 756        1.5Fin     RM        Reg        Normal        Typ      6240       30
## 757        2Story     RM        IR2        Normal        Typ      5775       70
## 758        2.5Unf     RM        IR3        Normal        Typ      5852      190
## 759        1.5Fin     RM        Reg        Normal        Typ      5160       50
## 761        2Story     RM        Reg        Normal        Typ     10320      190
## 762        1Story     RL        IR1        Normal        Typ      4280       20
## 765        SFoyer     RL        IR1        Normal        Typ     10547       90
## 767        2Story     RH        Reg        Normal        Typ      6629       70
## 768        1.5Fin     RL        Reg        Normal        Typ      9780       50
## 770        1Story     RL        Reg        Normal        Typ      8816       20
## 771        2Story     RL        Reg        Normal        Typ     11184       60
## 773        1Story     RL        Reg        Normal        Typ      7800       20
## 774        SFoyer     RL        IR1        Normal        Typ      8014       85
## 775        SFoyer     RL        IR1        Normal        Typ      7252       85
## 776        SFoyer     RL        IR1        Normal        Typ      8740       85
## 777        1Story     RL        Reg        Normal        Typ     11616       20
## 778          SLvl     RL        Reg        Normal        Typ     15400       80
## 779          SLvl     RL        Reg        Normal        Typ     15312       80
## 780          SLvl     RL        Reg        Normal        Typ     15584       80
## 784        1Story     RL        Reg        Normal        Typ     17140       20
## 785        1Story     RL        IR1        Normal        Typ     12342       30
## 786        1Story     RL        IR1        Normal        Typ     10708       20
## 789        1Story     RL        Reg        Normal        Typ      9855       20
## 790        1Story     RL        Reg        Normal        Typ      9571       20
## 792        2Story     RL        Reg        Normal        Typ      9350       60
## 793        1Story     RL        Reg        Normal        Typ      9340       30
## 794        1Story     RL        Reg        Normal        Typ      7440       20
## 795        1Story     RL        IR1        Normal        Typ     11500       20
## 796        1Story     RL        Reg        Normal        Typ      4235      120
## 798        1.5Fin     RL        Reg        Normal        Typ      9060       50
## 799        2Story     RL        Reg        Normal        Typ      9084       70
## 800          SLvl     RL        IR1        Normal        Typ     10778       80
## 803        1Story     RL        IR1        Normal        Typ     14684       20
## 804        2Story     RL        Reg        Normal        Typ      9317       60
## 805        2Story     RL        Reg        Normal        Typ     10560       60
## 806        2Story     RL        IR1        Normal        Typ      9828       60
## 816        2Story     RL        Reg        Normal        Typ     11855       90
## 817        2Story     RL        Reg        Normal        Typ      7939       90
## 818        2Story     RL        Reg        Normal        Typ      7976       90
## 820        1Story     RL        Reg        Normal        Typ     10637       20
## 821        1Story     RL        IR1        Normal        Typ     10226       20
## 822        1Story     RL        IR1        Normal        Typ     10816       20
## 823        1Story     RL        Reg        Normal        Typ      9178       20
## 824        2Story     RL        IR1        Normal        Typ     10769       60
## 825        1Story     RL        IR1        Normal        Typ     11422       20
## 826        1Story     RL        IR1        Normal        Typ     11923       20
## 828        1Story     RL        Reg        Normal        Typ      6762       20
## 829        1Story     RL        IR1        Normal        Typ     10324       20
## 830        1Story     RL        Reg        Normal        Typ      7314       20
## 831        1Story     RL        Reg        Normal        Typ     11645       20
## 832        2Story     RL        IR1        Normal        Typ     11646       60
## 833          SLvl     RL        Reg        Normal        Typ     12800       80
## 834        2Story     RL        IR1        Normal        Typ     16698       60
## 836        1Story     RL        IR2        Normal        Typ     12464       20
## 837        1Story     RL        Reg        Normal        Typ      9757       20
## 838        2Story     RL        IR1        Normal        Typ     15426       60
## 839        2Story     RL        IR2        Normal        Typ     10667       60
## 840        1Story     RL        IR2        Normal        Typ     14753       20
## 841        1Story     RL        Reg        Normal        Typ     10859       20
## 842        1Story     RL        Reg        Normal        Typ      8072       20
## 843        2Story     RL        Reg        Normal        Typ     10400       60
## 844        1Story     RL        IR1        Normal        Typ     10335       20
## 845        1Story     RL        IR1        Normal        Typ      9017       20
## 846        2Story     RL        Reg        Normal        Typ      8750       60
## 847        2Story     RL        IR1        Normal        Typ      8935       60
## 848        1Story     RL        IR1        Normal        Typ      9808       20
## 849        2Story     RL        Reg        Normal        Typ     12420       60
## 850        1Story     RL        IR2        Normal        Typ     16285       20
## 851        1Story     RL        IR1        Normal        Typ     10739       20
## 852        1Story     RL        Reg        Family        Typ     11166       20
## 853        1Story     RL        Reg        Normal        Typ      8430       20
## 854        1Story     RL        IR1        Normal        Typ     16269       20
## 855        1Story     RL        IR1        Normal        Typ      6950       20
## 856        1Story     RL        IR1        Normal        Typ      8800       20
## 857        1Story     RL        IR1        Normal        Typ      7000       20
## 858        1Story     RL        IR1        Normal        Typ      9286       20
## 859        1Story     RL        IR1        Normal        Typ     15523       20
## 860        1Story     RL        Reg        Normal        Typ      7200       20
## 861        SFoyer     RL        Reg        Normal        Typ      7200       85
## 862        SFoyer     RL        Reg        Normal        Typ      8445       85
## 863        1Story     RL        Reg        Normal        Typ     11664       20
## 864        2Story     RL        IR1        Normal        Typ     12334       60
## 865        1Story     RL        Reg        Normal        Typ     11838       20
## 866        2Story     RL        Reg        Normal        Typ     11885       60
## 867        2Story     RL        Reg        Normal        Typ     11050       60
## 868        2Story     RL        Reg        Normal        Typ      8749       60
## 869        2Story     RL        Reg        Normal        Typ     11250       60
## 870        1Story     RL        Reg        Normal        Typ     15750       20
## 871        1Story     RL        Reg        Normal        Typ     11883       20
## 872        1Story     RL        Reg        Normal        Typ     12782       20
## 873        1Story     RL        Reg        Normal        Typ      8750       20
## 874        2Story     RL        Reg        Normal        Typ      9375       60
## 875        2Story     RL        Reg        Normal        Typ      8750       60
## 876        1Story     RL        Reg        Normal        Typ      9100       20
## 877        1Story     RL        Reg        Normal        Typ      9750       20
## 878        1Story     RM        Reg        Normal        Typ      4435      120
## 879        1Story     RM        Reg        Normal        Typ      4435      120
## 880        1Story     RL        Reg        Normal        Typ     10200       20
## 881        2Story     RL        IR1        Normal        Typ      9313       60
## 882        1Story     RL        Reg        Normal        Typ      8487       20
## 883        2Story     RL        Reg        Normal        Typ      8633       60
## 884        2Story     RL        Reg        Normal        Typ     11069       60
## 885        1Story     RL        Reg        Normal        Typ      8777       20
## 886        1Story     RL        Reg        Normal        Typ      9937       20
## 887        1Story     RL        Reg        Normal        Typ      8877       20
## 888        SFoyer     RL        Reg        Normal        Typ      7301       85
## 889        2Story     RL        IR1        Normal        Typ      7950       60
## 892        1Story     RL        IR1        Normal        Typ     13286       20
## 893        SFoyer     RM        Reg        Normal        Typ      3675      180
## 894        1Story     RL        Reg        Normal        Typ      9405       20
## 895        1Story     RL        Reg        Normal        Typ      6410       20
## 898        1Story     RL        Reg        Normal        Typ      4060       30
## 900        1Story     RL        Reg        Normal        Typ     10926       90
## 903        1.5Fin     RL        Reg        Normal        Typ     12354       50
## 904        1.5Fin     RL        Reg        Normal        Typ      8212       50
## 909        1.5Fin     RL        Reg        Normal        Typ      9900       50
## 910        2.5Fin     RL        Reg        Normal        Typ     15863       75
## 911        2Story     RL        Reg        Normal        Typ      5707       70
## 913        1Story     RL        Reg        Normal        Typ      8574       30
## 914        1.5Fin     RL        Reg        Normal        Typ      6171       50
## 915        2Story     RL        Reg        Normal        Typ      7200       70
## 916        1.5Fin     RL        Reg        Normal        Typ      7558       50
## 917        1.5Fin     RL        Reg        Normal        Typ      6292       50
## 918        2Story     RL        Reg        Normal        Typ      7155       70
## 919        2Story     RL        Reg        Normal        Typ     10918       70
## 921        2Story     RL        IR1        Normal        Typ      7500       70
## 923        1Story     RL        IR1        Normal        Typ     14680       20
## 924        1Story     RL        IR1        Normal        Typ     13360       30
## 925        1.5Fin     RL        IR1        Normal        Typ      7681       50
## 926        2.5Unf     RL        IR1        Normal        Typ      8145       90
## 927        1Story     RL        Reg        Family        Typ      9100       20
## 928        2Story     RL        Reg        Normal        Typ     12000       70
## 929        1Story     RL        IR1        Normal        Typ     13339       20
## 931        1Story     RL        Reg        Family        Typ     14000       20
## 932        1Story     RL        Reg        Normal        Typ     17500       20
## 933        2Story     RM        Reg        Normal        Typ      1733      160
## 934        2Story     RM        Reg        Normal        Typ      1488      160
## 935        2Story     RM        Reg        Normal        Typ      1612      160
## 936        2Story     RM        Reg        Normal        Typ      1300      160
## 937          SLvl     RL        IR1        Normal        Typ     13607       80
## 939        1Story     RL        IR1        Normal        Typ     21695       20
## 940        2Story     RM        Reg        Normal        Typ     10690       70
## 941        2Story     RM        Reg        Normal        Typ      8660       70
## 942        2Story     RM        Reg        Normal        Typ      6402       70
## 947        2Story     RL        Reg        Normal        Typ     10125       60
## 949        1Story     RL        IR1        Normal        Typ     12118       20
## 950        2Story     RL        IR1        Normal        Typ     12209       60
## 951        SFoyer     RL        Reg        Normal        Typ      9750       85
## 952        SFoyer     RL        Reg        Normal        Typ      9360       85
## 953        1.5Fin     RL        Reg        Normal        Typ     10125       90
## 954          SLvl     RL        IR1        Normal        Typ      9947       80
## 958        1Story     RL        IR1        Normal        Typ     12898       20
## 960        1Story     RL        IR1        Normal        Typ     13438       20
## 961        1Story     RL        IR1        Normal        Typ     14463       20
## 962        1Story     RL        IR1        Normal        Typ      8925       20
## 963        1Story     RL        IR1        Normal        Typ     11457       20
## 964        2Story     RL        IR1        Normal        Typ      9839       60
## 966        1Story     RL        IR1        Normal        Typ      6853       20
## 968        1Story     RL        Reg        Normal        Typ     14601       20
## 969        1Story     RL        IR1        Normal        Typ     12633       20
## 970        1Story     RL        IR1        Normal        Typ     12518       20
## 972        1Story     RM        Reg        Normal        Typ      4500      120
## 973        1Story     RM        Reg        Normal        Typ      4500      120
## 974          SLvl     RM        Reg        Normal        Typ      1596      180
## 975        1Story     RL        Reg        Normal        Typ      9858       20
## 976        SFoyer     RM        Reg        Normal        Typ      1526      180
## 977        1Story     RL        IR1        Normal        Typ     13383       20
## 978        SFoyer     RM        Reg        Normal        Typ      1477      180
## 979        2Story     RM        Reg        Normal        Typ      1533      160
## 980        2Story     RM        Reg        Normal        Typ      2217      160
## 981        SFoyer     RL        IR1        Normal        Typ      7689       85
## 982          SLvl     RL        Reg        Normal        Typ      7706       80
## 983        SFoyer     RL        IR1        Normal        Typ      9101       85
## 984        1Story     RL        IR1        Normal        Typ      8780       20
## 985        SFoyer     RL        Reg        Normal        Typ      7669       85
## 986        1.5Fin     RL        IR1        Normal        Typ     14115       50
## 987        2Story     RL        Reg        Normal        Typ     10429       60
## 988        1Story     RL        IR1        Normal        Typ      9819       20
## 989        2Story     RL        IR1        Normal        Typ     10457       60
## 991        1Story     RL        IR1        Normal        Typ     12925       20
## 992        2Story     RL        Reg        Normal        Typ     11075       60
## 993        2Story     RL        IR1        Normal        Typ      8702       60
## 994        2Story     RL        Reg        Normal        Typ      8139       60
## 995        2Story     RL        IR1        Normal        Typ      9535       60
## 996        2Story     RL        IR1        Normal        Typ      9042       60
## 997        2Story     RL        IR2        Normal        Typ     15038       60
## 998        1Story     RL        IR1        Normal        Typ     14137       20
## 999        2Story     RL        IR2        Normal        Typ     21872       60
## 1000       1Story     RL        Reg        Normal        Typ      4923      120
## 1002       1Story     RL        IR1        Normal        Typ      5395      120
## 1003       1Story     RL        IR1        Normal        Typ      5070      120
## 1004       2Story     RL        IR1        Normal        Typ     10839       60
## 1005       2Story     RL        IR1        Family        Typ     11184       60
## 1006       2Story     RL        Reg        Normal        Typ      8000       60
## 1007       2Story     RL        IR1        Normal        Typ     10832       60
## 1008       2Story     RL        Reg        Normal        Typ     14067       60
## 1009       1Story     RL        IR1        Normal        Typ      4671      120
## 1010       1Story     RL        IR1        Normal        Typ      5950      120
## 1011       2Story     RL        IR1        Normal        Typ     13543       60
## 1012       2Story     RL        IR1        Normal        Typ     11198       60
## 1013       1Story     RL        IR1        Normal        Typ     15401       20
## 1015       1Story     RL        Reg        Normal        Typ      8118      120
## 1016       1Story     RL        IR1        Family        Typ     47280       20
## 1017       2Story     RL        IR1        Normal        Typ     20544       60
## 1018       1Story     RL        IR1        Normal        Typ     12680       20
## 1019       1Story     RL        IR1        Normal        Typ     12090       20
## 1020       1Story     RL        IR1        Normal        Typ     10825       20
## 1021       1Story     RL        IR1        Normal        Typ     18559       20
## 1022       1Story     RL        Reg        Normal        Typ     14450       20
## 1023       2Story     RL        IR1        Normal        Typ     12227       60
## 1024       1Story     RL        Reg        Normal        Typ     13068       20
## 1027       2Story     RL        Reg        Normal        Typ      9743       60
## 1030       1Story     RL        Reg        Normal        Typ     10400       20
## 1031       2Story     RL        Reg        Normal        Typ     10480       60
## 1032       1Story     RL        Reg        Normal        Typ     10000       20
## 1033       2Story     RL        IR1        Normal        Typ     14311       60
## 1034       2Story     RL        Reg        Normal        Typ      9000       90
## 1035       1Story     RL        Reg        Normal        Typ      9750       20
## 1036       1Story     RL        Reg        Normal        Typ     10295       20
## 1037       1Story     RL        Reg        Normal        Typ      7560       20
## 1038       1Story     RL        IR1        Normal        Typ     12735       20
## 1040       2Story     RM        Reg        Normal        Typ      1680      160
## 1041       2Story     RM        Reg        Normal        Typ      1680      160
## 1042       2Story     RM        Reg        Normal        Typ      1890      160
## 1043       2Story     RM        Reg        Normal        Typ      1869      160
## 1045       2Story     RM        Reg        Normal        Typ      1680      160
## 1046       2Story     RM        Reg        Normal        Typ      1680      160
## 1048       2Story     RL        Reg        Normal        Typ      2308      160
## 1049       1Story     RL        Reg        Normal        Typ      2529      120
## 1050       1Story     RL        Reg        Normal        Typ      9477       20
## 1057       1Story     RL        Reg        Normal        Typ     13693       20
## 1058       1Story     RL        IR1        Normal        Typ     14418       20
## 1060       2Story     RL        Reg        Normal        Typ     12539       60
## 1061       2Story     RL        IR1        Normal        Typ     12151       60
## 1062       2Story     RL        Reg        Normal        Typ      8899       60
## 1063       2Story     RL        IR1        Normal        Typ     10574       60
## 1064       1Story     RL        Reg        Normal        Typ     12720       20
## 1065       2Story     RL        IR1        Normal        Typ     13688       60
## 1066       2Story     RL        Reg        Normal        Typ     10625       60
## 1067       1Story     RL        IR1        Normal        Typ     10845       20
## 1068       2Story     RL        Reg        Normal        Typ     16900       60
## 1069       2Story     RL        IR1        Normal        Typ     16451       60
## 1072       1Story     RL        IR3        Normal        Typ     12304      120
## 1073       1Story     RL        IR1        Normal        Typ     12677      120
## 1074       1Story     RL        IR1        Normal        Typ      8849      120
## 1076       1Story     RL        Reg        Normal        Typ      6240      120
## 1077       1Story     RL        Reg        Normal        Typ      6240      120
## 1078       2Story     RL        Reg        Normal        Typ      2448      160
## 1079       2Story     RL        Reg        Normal        Typ      2448      160
## 1080       1Story     RM        Reg        Normal        Typ      8198      120
## 1081       1Story     RL        Reg        Normal        Typ      3940      120
## 1082       1Story     RM        Reg        Normal        Typ      3940      120
## 1083       1Story     RL        Reg        Normal        Typ      3182      120
## 1084       1Story     RL        Reg        Normal        Typ      3182       20
## 1086       2Story     RL        IR1        Normal        Typ      9024       60
## 1087       2Story     RL        IR1        Normal        Typ      7415       60
## 1088         SLvl     RL        IR1        Normal        Typ      9587       80
## 1089       2Story     RL        IR1        Normal        Typ      8029       60
## 1090       2Story     RL        IR1        Normal        Typ      8010       60
## 1091       2Story     RL        IR1        Normal        Typ      8396       60
## 1093       2Story     RL        IR1        Normal        Typ     10261       60
## 1094       2Story     RL        IR1        Normal        Typ      8220       60
## 1095       2Story     RL        IR1        Normal        Typ     15384       60
## 1096       2Story     RL        Reg        Normal        Typ      7750       60
## 1097       2Story     RL        IR1        Normal        Typ     12460       60
## 1098       2Story     RL        IR1        Normal        Typ      8390       60
## 1099       2.5Unf     RL        Reg        Normal        Typ      9660       75
## 1100       2Story     RL        Reg        Normal        Typ      9200       60
## 1101       2Story     RL        IR1        Normal        Typ     14260       60
## 1102       2Story     RL        Reg        Normal        Typ     11000       60
## 1103       1Story     RL        IR1        Normal        Typ     11675       20
## 1104       2Story     RL        IR1        Normal        Typ     10990       60
## 1105       2Story     RL        IR1        Normal        Typ     11929       60
## 1106       1Story     RL        IR1        Normal        Typ     10437       20
## 1107       2Story     RL        Reg        Normal        Typ     10542       60
## 1108       2Story     RL        Reg        Normal        Typ     10010       60
## 1109       2Story     RL        IR1        Normal        Typ     10944       60
## 1110       1Story     RL        IR1        Normal        Typ     14303       20
## 1112       2Story     RL        IR1        Normal        Typ     14598       60
## 1113       1Story     RL        IR1        Normal        Typ     11957       20
## 1114       1Story     RL        IR1        Normal        Typ     13253       20
## 1116       1Story     RL        Reg        Normal        Typ     10206       20
## 1118       2Story     RL        Reg        Normal        Typ      9801       60
## 1120       1Story     RL        Reg        Normal        Typ     10037       20
## 1124       2Story     FV        Reg        Normal        Typ      9803       60
## 1125       2Story     FV        Reg        Normal        Typ      9375       60
## 1126       2Story     FV        Reg        Normal        Typ     10625       60
## 1128       2Story     FV        Reg        Normal        Typ      8125       60
## 1129       1Story     FV        Reg        Normal        Typ     10625       20
## 1131       2Story     FV        IR1        Normal        Typ      8791       60
## 1132       1Story     RL        Reg        Normal        Typ      7500       20
## 1133       2Story     RL        Reg        Normal        Typ     10110       60
## 1134       2Story     RL        Reg        Normal        Typ     12774       60
## 1135       1Story     RL        Reg        Normal        Typ     13072       20
## 1136       1Story     RL        Reg        Normal        Typ     13695       20
## 1137       1Story     RL        Reg        Normal        Typ     13695       20
## 1138       2Story     RL        IR1        Normal        Typ      8366       60
## 1139       1Story     RL        Reg        Normal        Typ      9260       20
## 1140       2Story     RL        IR1        Normal        Typ      8453       60
## 1141       2Story     RL        IR1        Normal        Typ      8480       60
## 1142       1Story     RL        Reg        Normal        Typ      8125       20
## 1143       2Story     RL        IR2        Normal        Typ     14565       60
## 1144       2Story     RL        Reg        Normal        Typ      8450       60
## 1145       2Story     RL        Reg        Normal        Typ      8285       60
## 1146       1Story     RL        Reg        Normal        Typ      7153       20
## 1147       2Story     RL        IR1        Normal        Typ      9291       60
## 1148       1Story     RL        Reg        Normal        Typ      8012      120
## 1149       1Story     RL        Reg        Normal        Typ      7892      120
## 1150       1Story     RL        Reg        Normal        Typ      9100       20
## 1151       1Story     RL        IR2        Normal        Typ     12968       20
## 1152       1Story     RL        Reg        Normal        Typ      8100       20
## 1153       1Story     RL        Reg        Normal        Typ      8450      190
## 1155       1Story     RL        IR1        Normal        Typ      6768       20
## 1156       1Story     RL        Reg        Normal        Typ     19508       20
## 1157       1.5Fin     RL        Reg        Normal        Typ     10759       50
## 1158       2Story     RL        IR1        Normal        Typ      9205       60
## 1159       1.5Fin     RL        Reg        Normal        Typ     11025       60
## 1160       1Story     FV        IR2        Normal        Typ      4282      120
## 1161       2Story     FV        IR1        Normal        Typ      4017      160
## 1162       1Story     FV        IR1        Normal        Typ      3435      120
## 1163       2Story     FV        Reg        Normal        Typ      3180      160
## 1166       2Story     FV        Reg        Normal        Typ      2280      160
## 1167       2Story     FV        Reg        Normal        Typ      2280      160
## 1168       1Story     FV        IR1        Normal        Typ      4765      120
## 1169       1Story     FV        IR1        Normal        Typ      4538      120
## 1170       1Story     FV        IR1        Normal        Typ      4385      120
## 1171       1Story     FV        IR1        Normal        Typ      4109      120
## 1173       2Story     FV        Reg        Normal        Typ      2160      160
## 1174         SLvl     FV        Reg        Normal        Typ      2160      160
## 1175       2Story     FV        IR1        Normal        Typ     10646       60
## 1176       2Story     FV        Reg        Normal        Typ      2645      160
## 1177       2Story     FV        Reg        Normal        Typ      2645      160
## 1178       2Story     FV        IR1        Normal        Typ      3951      160
## 1179       1Story     RL        IR2        Normal        Typ     14963      120
## 1180       1Story     RL        IR2        Normal        Typ     11064      120
## 1181       1Story     RL        IR1        Normal        Typ     10846      120
## 1182       1Story     RL        IR1        Normal        Typ     11120       20
## 1183       2Story     RL        IR1        Family        Typ     24572       60
## 1184       1Story     RL        Reg        Normal        Typ     16280       20
## 1185       2Story     FV        Reg        Normal        Typ      7500       60
## 1186       1Story     RL        Reg        Normal        Typ     10400       20
## 1187         SLvl     RL        IR1        Normal        Typ     11104       80
## 1188       1Story     RL        Reg        Family        Typ     11050       20
## 1190       1Story     RL        IR1        Normal        Typ     15387       20
## 1191       1Story     RL        Reg        Normal        Typ      9750       90
## 1192       2Story     RL        Reg        Normal        Typ     10800       60
## 1193       2Story     RL        Reg        Normal        Typ      8814       60
## 1194       1Story     RL        Reg        Normal        Typ      8872       20
## 1195       1Story     RL        Reg        Normal        Typ      8125       20
## 1196       1Story     RL        IR1        Normal        Typ     11072       90
## 1197       1Story     RL        IR1        Normal        Typ     13101       90
## 1198       1Story     RL        IR1        Normal        Typ      9246       90
## 1199       2Story     RL        IR1        Normal        Typ     13355       60
## 1200       2Story     RL        IR1        Normal        Typ      8963       60
## 1201       2Story     RL        Reg        Normal        Typ      9120       60
## 1202       2Story     RL        Reg        Normal        Typ      9130       60
## 1203       SFoyer     RL        IR1        Normal        Typ     12122       85
## 1204       2Story     RL        Reg        Normal        Typ      9900       60
## 1205       1Story     RL        IR1        Normal        Typ      7785       20
## 1206       1Story     RL        IR1        Normal        Typ      8593       20
## 1207       1Story     RL        IR1        Normal        Typ      8475       20
## 1208       1Story     RL        Reg        Normal        Typ      8700       20
## 1209       1Story     RL        IR1        Normal        Typ     10175       20
## 1210         SLvl     RL        Reg        Normal        Typ      9020       80
## 1211       1Story     RL        Reg        Normal        Typ      9200       20
## 1212       1Story     RL        Reg        Normal        Typ      8250       20
## 1213         SLvl     RL        Reg        Normal        Typ      9350       80
## 1214         SLvl     RL        Reg        Normal        Typ      9020       80
## 1216       1Story     RL        IR1        Normal        Typ     10007       20
## 1217       1Story     RL        IR1        Normal        Typ     10721       20
## 1218       1Story     RL        IR1        Normal        Typ     12493       20
## 1219       1Story     RL        IR1        Normal        Typ     11332       20
## 1220       1Story     RL        IR1        Normal        Typ      6627       20
## 1222       1.5Unf     RL        Reg        Normal        Typ      7420      190
## 1223       2Story     RL        IR1        Normal        Typ      4882       70
## 1224       1Story     RL        Reg        Normal        Typ      9600       20
## 1226       1Story     RL        Reg        Normal        Typ      9600       20
## 1227         SLvl     RL        Reg        Normal        Typ      9600       80
## 1228       1Story     RL        Reg        Normal        Typ      7584       20
## 1229       2Story     RL        IR1        Normal        Typ     13700       60
## 1230       1Story     RL        IR1        Normal        Typ     10197       20
## 1231       1Story     RL        Reg        Normal        Typ      7875       20
## 1233         SLvl     RL        IR1        Normal        Typ      9150       80
## 1234       2Story     RL        Reg        Normal        Typ     14670       60
## 1235       1Story     RL        IR1        Normal        Typ      7390       20
## 1236       1Story     RL        Reg        Normal        Typ      9204       20
## 1237       1Story     RL        Reg        Normal        Typ      7763       20
## 1238       1Story     RL        Reg        Normal        Typ      8856       20
## 1239       1Story     RL        Reg        Normal        Typ      9840       20
## 1240       1Story     RL        Reg        Normal        Typ      9120       20
## 1241       1Story     RL        IR1        Normal        Typ     13200       20
## 1242       1Story     RL        Reg        Normal        Typ      9000       20
## 1243       1Story     RL        IR1        Normal        Typ     11900       20
## 1244       1Story     RL        Reg        Normal        Typ      9464       20
## 1245       1Story     RL        Reg        Normal        Typ     10425       20
## 1246       1Story     RL        Reg        Normal        Typ     11556       20
## 1247       1Story     RL        IR1        Normal        Typ      9373       20
## 1248       1Story     RL        Reg        Normal        Typ     12774       20
## 1249       1Story     RL        Reg        Normal        Typ     14250       20
## 1254       1Story     RL        Reg        Normal        Typ     12436       90
## 1255       1Story     RL        Reg        Normal        Typ     10122       20
## 1256       1.5Fin     RL        Reg        Normal        Typ      7506       50
## 1257       1.5Fin     RL        Reg        Normal        Typ     10930       50
## 1258       1Story     RL        Reg        Normal        Typ      5400       30
## 1259       1.5Fin     RL        Reg        Normal        Typ     10836       50
## 1260       2Story     RL        Reg        Normal        Typ     10800      190
## 1261       2Story     RL        IR1        Normal        Typ      9247       60
## 1262       1Story     RL        IR1        Normal        Typ     10180       20
## 1263       1Story     RL        IR1        Normal        Typ     11355       20
## 1264       1Story     RL        IR1        Normal        Typ     10920       20
## 1265       1Story     RL        IR1        Normal        Typ     12929       20
## 1266       1Story     RL        IR2        Normal        Typ     27650       20
## 1267       1Story     RL        Reg        Normal        Typ      8892       20
## 1271       1Story     RL        Reg        Normal        Typ      8000       20
## 1272       1Story     RL        Reg        Normal        Typ      8000       20
## 1273       1Story     RL        Reg        Normal        Typ      7931       20
## 1274       1.5Fin     RL        Reg        Normal        Typ      8064       50
## 1275       1.5Unf     RL        Reg        Normal        Typ      6390       45
## 1276       1.5Unf     RL        Reg        Normal        Typ      7227       45
## 1277       1.5Fin     RL        Reg        Normal        Typ      7200       50
## 1279       1.5Fin     RL        Reg        Normal        Typ      7200       50
## 1280       1Story     RL        Reg        Normal        Typ      7200       20
## 1281       2Story     RL        Reg        Normal        Typ      7056       60
## 1282       2Story     RL        Reg        Normal        Typ      9760       60
## 1283       1Story     RL        Reg        Normal        Typ      7590       20
## 1285       1Story     RM        IR3        Normal        Typ      5232       30
## 1286       2Story     RM        Reg        Normal        Typ     10440       70
## 1287       1.5Fin     RM        Reg        Normal        Typ      9184       50
## 1288       2Story     RM        Reg        Normal        Typ      4800       70
## 1290       1Story     RM        Reg        Normal        Typ      4800       30
## 1291       2.5Unf     RM        Reg        Normal        Typ      6000       75
## 1292       1.5Fin     RM        Reg        Normal        Typ     11426      190
## 1295       1.5Fin     RM        Reg        Normal        Typ      7308       50
## 1296       1Story     RM        Reg        Normal        Typ      5400       30
## 1297       1.5Fin     RM        Reg        Normal        Typ     10800      190
## 1298       1Story     RM        Reg        Normal        Typ      6756       30
## 1299       1.5Fin     RM        Reg        Normal        Typ      5914       50
## 1301       1Story     RM        Reg        Normal        Typ     12000       20
## 1302       1.5Fin     RM        Reg        Normal        Typ      9000       50
## 1304       1Story     RM        Reg        Normal        Typ      6000       20
## 1305       1Story     RM        Reg        Normal        Typ      6000       20
## 1307       2.5Fin     RM        Reg        Normal        Typ     18386       75
## 1308       2Story     RM        Reg        Normal        Typ      9142      190
## 1309       1.5Fin     RM        IR1        Normal        Typ     12665       50
## 1310       2Story     RM        Reg        Normal        Typ      5350       75
## 1312       1.5Fin     RM        Reg        Normal        Typ      9143       50
## 1313       2Story     RM        Reg        Normal        Typ      9600      190
## 1314       2.5Unf     RM        Reg        Normal        Typ      9600       75
## 1315       2Story     RM        Reg        Normal        Typ      6000       70
## 1316       2Story     RM        Reg        Normal        Typ      9600       70
## 1317       1.5Fin     RM        Reg        Normal        Typ     10800      190
## 1318       2.5Unf     RM        Reg        Normal        Typ      6300       75
## 1319       2Story     RM        Reg        Normal        Typ      5250       70
## 1320       1.5Fin     RM        Reg        Normal        Typ      5700       50
## 1321       2.5Unf     RM        Reg        Normal        Typ     13500       75
## 1323       2Story     RM        Reg        Normal        Typ     10800       70
## 1324       1Story     RM        Reg        Normal        Typ      9750       20
## 1325       1.5Fin     RM        Reg        Normal        Typ     12150       50
## 1326       1Story     RM        Reg        Normal        Typ     12702       20
## 1327       1Story     RM        Reg        Normal        Typ      8516       20
## 1328       1Story     RL        IR1        Normal        Typ      7111       30
## 1330       1Story     RM        Reg        Normal        Typ      9100       40
## 1331       1.5Fin     RL        Reg        Normal        Typ      7010       50
## 1332       1.5Unf     RM        Reg        Normal        Typ      6130       45
## 1333       1.5Fin     RM        Reg        Normal        Typ      5000       50
## 1334       2Story     RM        Reg        Normal        Typ      5870       70
## 1335       1.5Fin     RM        Reg        Normal        Typ      6000       50
## 1336       1Story     RM        Reg        Normal        Typ      6000       30
## 1337       1.5Fin     RM        Reg        Normal        Typ      6000       50
## 1338       1.5Fin     RM        Reg        Normal        Typ      6000       50
## 1339       1.5Fin     RM        Reg        Normal        Typ      6000       50
## 1340       1.5Unf     RM        Reg        Normal        Typ      5000       45
## 1341       1.5Fin     RM        IR1        Normal        Typ      5520       50
## 1343       1.5Fin     RM        Reg        Normal        Typ      6240       50
## 1345       1.5Fin     RM        Reg        Normal        Typ      6240       50
## 1347       2Story     RM        Reg        Normal        Typ      6120       70
## 1349       2Story     RM        IR1        Normal        Typ      6155       70
## 1350       1Story     RM        IR1        Normal        Typ      6324       30
## 1352       1.5Fin     RL        Reg        Normal        Typ     13053       50
## 1353       1.5Fin     RL        Reg        Normal        Typ      9120       50
## 1354       1.5Fin     RL        Reg        Normal        Typ      9144       50
## 1355       1.5Fin     RL        Reg        Normal        Typ      9144       50
## 1356       1Story     RL        Reg        Normal        Typ     10267       30
## 1357       2.5Unf     RM        Reg        Normal        Typ      8094       60
## 1358       2Story     RM        Reg        Normal        Typ      5100       70
## 1359       1.5Fin     RM        Reg        Normal        Typ      4347       50
## 1360       1Story     RM        IR1        Normal        Typ      6291       30
## 1363       1.5Fin     RM        Reg        Normal        Typ     10320       50
## 1364       1Story     RM        Reg        Normal        Typ      7200       30
## 1365       1.5Fin     RM        Reg        Family        Typ      7006       50
## 1366       1.5Fin     RM        IR1        Normal        Typ      7920       50
## 1367       1Story     RM        IR1        Normal        Typ      8235       20
## 1369       1Story     RM        Reg        Family        Typ     10320       30
## 1370       2Story     RM        Reg        Normal        Typ     10320      190
## 1371       1.5Fin     RM        Reg        Normal        Typ     10320       50
## 1373       1Story     RL        Reg        Normal        Typ      8250       20
## 1374       1.5Fin     RL        Reg        Normal        Typ     21286       50
## 1376       1.5Fin     RL        Reg        Normal        Typ     10106      190
## 1378       1Story     RL        Reg        Normal        Typ     11200       20
## 1379         SLvl     RL        Reg        Normal        Typ     13014       80
## 1381       1Story     RL        IR1        Normal        Typ     10265       20
## 1382       1Story     RL        IR1        Normal        Typ      9764       20
## 1383       SFoyer     RL        IR1        Normal        Typ      7703       85
## 1384       1Story     RL        IR1        Normal        Typ      9981       20
## 1385       SFoyer     RL        IR1        Normal        Typ      7400       85
## 1388       1Story     RL        Reg        Normal        Typ      9000       20
## 1389       1Story     RL        IR1        Normal        Typ      8544       20
## 1390       1Story     RL        Reg        Normal        Typ      9239       20
## 1391       1Story     RL        Reg        Normal        Typ     14175       20
## 1392       1Story     RL        Reg        Normal        Typ     13284       20
## 1393       1Story     RL        Reg        Normal        Typ     13500       20
## 1395       1Story     RL        Reg        Normal        Typ     10200       30
## 1398         SLvl     RL        Reg        Normal        Typ     10200       80
## 1399       1Story     RL        Reg        Normal        Typ      2887      120
## 1400       2Story     RL        Reg        Normal        Typ     10005       60
## 1401       1Story     RL        IR1        Normal        Typ     20270       20
## 1404         SLvl     RL        IR1        Normal        Typ     11512       80
## 1405       1.5Fin     RL        Reg        Normal        Typ      5190       50
## 1406       1Story     RL        IR1        Normal        Typ     10452       20
## 1407       1.5Fin     RL        IR2        Normal        Typ     45600       50
## 1408       1Story     RL        Reg        Normal        Typ     19550       30
## 1409       1.5Fin     RL        Reg        Normal        Typ     21780       50
## 1410       2Story     RL        Reg        Normal        Typ     13728       70
## 1411       1Story     RL        Reg        Normal        Typ      9571       20
## 1412       SFoyer     RL        Reg        Normal        Typ      9350       90
## 1413       2Story     RL        Reg        Normal        Typ      9360       60
## 1414       1.5Fin     RL        Reg        Normal        Typ      8405       50
## 1415       2Story     RL        Reg        Normal        Typ      7000      190
## 1416       1Story     RL        Reg        Normal        Typ     10880      190
## 1417       1.5Fin     RL        Reg        Normal        Typ      9600       50
## 1418       1.5Fin     RL        Reg        Normal        Typ      9084       50
## 1419       2Story     RL        Reg        Normal        Typ     11839       60
## 1420       2Story     RL        IR3        Normal        Typ      9771       60
## 1421       1Story     RL        Reg        Normal        Typ      9938       20
## 1422       2Story     RL        IR2        Normal        Typ     14171       60
## 1423         SLvl     RL        IR1        Normal        Typ     10541       80
## 1425       1Story     RL        IR1        Normal        Typ      9345       20
## 1428       2Story     RL        IR2        Normal        Typ     11228       60
## 1429         SLvl     RL        IR2        Normal        Typ     11454       80
## 1430       1Story     RL        IR1        Normal        Typ     11500       20
## 1431       2Story     RL        IR1        Normal        Typ     12798       60
## 1432       1Story     RL        Reg        Normal        Typ      9750       20
## 1433       1Story     RL        Reg        Normal        Typ      9525       20
## 1434       1Story     RL        IR2        Normal        Typ      9245       20
## 1435       1Story     RL        IR1        Normal        Typ      8696       20
## 1436       2Story     RL        IR1        Normal        Typ     13142       60
## 1437       2Story     RL        IR1        Normal        Typ      8998       60
## 1439       2Story     RL        IR1        Normal        Typ      8924       60
## 1440       1Story     RL        IR1        Normal        Typ      9382       20
## 1441       1Story     RL        IR1        Normal        Typ     12803       20
## 1442       2Story     RL        Reg        Normal        Typ     12435       60
## 1443       2Story     RL        IR1        Normal        Typ     12192       60
## 1444       2Story     RL        IR1        Normal        Typ     11250       60
## 1445       1Story     RL        IR1        Normal        Typ      9200       20
## 1446         SLvl     RL        Reg        Normal        Typ      8385       80
## 1447       1Story     RL        IR1        Normal        Typ     12250       20
## 1448         SLvl     RL        IR1        Normal        Typ     10970       80
## 1451       1Story     RL        IR1        Normal        Typ      7990       20
## 1452       1Story     RL        IR1        Normal        Typ      7180       20
## 1453       1Story     RL        Reg        Normal        Typ      7200       20
## 1454       1Story     RL        Reg        Normal        Typ      9742       20
## 1455       2Story     RL        Reg        Normal        Typ      9473       60
## 1456       2Story     RL        IR1        Normal        Typ     10316       60
## 1457       2Story     RL        Reg        Normal        Typ     10400       60
## 1458       2Story     RL        IR1        Normal        Typ      9066       60
## 1459       2Story     RL        IR1        Normal        Typ     11404       60
## 1460       2Story     RL        Reg        Normal        Typ      9240       60
## 1461       2Story     RL        IR1        Normal        Typ      9720       60
## 1462       1Story     RL        IR2        Normal        Typ     14860       20
## 1463       2Story     RL        Reg        Normal        Typ     11250       60
## 1464       2Story     RL        Reg        Normal        Typ      8158       60
## 1465       2Story     RL        IR2        Normal        Typ     10905       60
## 1466       2Story     RL        IR1        Normal        Typ      7226       60
## 1467       2Story     RL        IR1        Normal        Typ     11690       60
## 1468       2Story     RL        Reg        Normal        Typ      8750       60
## 1469       1Story     RM        Reg        Normal        Typ      4435      120
## 1470       1Story     RM        Reg        Normal        Typ      4426      120
## 1471       1Story     RL        Reg        Normal        Typ     13125       20
## 1473       1Story     RL        Reg        Normal        Typ      9135       20
## 1474       2Story     RL        Reg        Normal        Typ      8450       60
## 1475       1Story     RL        Reg        Normal        Typ      9750       20
## 1476       1Story     RL        Reg        Normal        Typ      8450       20
## 1477       2Story     RL        Reg        Normal        Typ      8320       60
## 1478       1Story     RL        Reg        Normal        Typ     11049       20
## 1479       1Story     RL        Reg        Normal        Typ     11058       20
## 1480       1Story     RL        Reg        Normal        Typ      9627       20
## 1481       2Story     RL        Reg        Normal        Typ      8199       60
## 1482       1Story     RM        Reg        Normal        Typ      4426      120
## 1483       1Story     RM        Reg        Normal        Typ      4426      120
## 1484       1Story     RM        Reg        Normal        Typ      4438      120
## 1485       1Story     RM        Reg        Normal        Typ      4438      120
## 1486       1Story     RL        Reg        Normal        Typ      8777       30
## 1487       1.5Fin     RL        Reg        Normal        Typ      8777       90
## 1489       1Story     RL        Reg        Normal        Typ      9937       20
## 1490       SFoyer     RL        Reg        Family        Typ     12102       85
## 1491       1Story     RL        Reg        Normal        Typ      6500       20
## 1492       1Story     RL        Reg        Normal        Typ     13907       30
## 1493       SFoyer     RL        Reg        Normal        Typ     10012       85
## 1494       2Story     RL        Reg        Normal        Typ      6931       60
## 1495         SLvl     RL        IR1        Normal        Typ      9638       80
## 1496       2Story     RL        Reg        Normal        Typ      7200       60
## 1497       1Story     RL        Reg        Normal        Typ      7024       20
## 1498       1Story     RL        IR1        Normal        Typ     47007       20
## 1500         SLvl     RM        Reg        Normal        Typ      3675      180
## 1501       1Story     RL        Reg       AdjLand        Typ      6040       90
## 1502       1Story     RL        Reg       AdjLand        Typ      6012       90
## 1503       1Story     RL        Reg        Normal        Typ     12108       90
## 1504       1Story     RL        Reg        Normal        Typ      6845       90
## 1505       1Story     RL        Reg        Normal        Typ      6931      190
## 1506       1.5Fin     RL        Reg        Family        Typ     12180       50
## 1508       1Story     RL        Reg        Normal        Typ      9520       20
## 1509       1.5Fin     RL        Reg        Normal        Typ     11767       50
## 1510       1.5Fin     RL        Reg        Normal        Typ      8172       50
## 1511       1.5Fin     RL        IR1        Normal        Typ     16466       50
## 1513       1.5Fin     RL        Reg        Normal        Typ      5142       30
## 1514       1Story     RL        Reg        Normal        Typ      5604       30
## 1515       1Story     RL        Reg        Normal        Typ      8248       30
## 1516       2Story     RL        Reg        Normal        Typ      5687      190
## 1517       2Story     RH        IR1        Normal        Typ     12155       70
## 1518       2.5Fin     RL        Reg        Normal        Typ      8400       75
## 1519       1.5Fin     RL        Reg        Normal        Typ      8400       50
## 1520       1Story     RL        Reg        Normal        Typ      7290       30
## 1522       2Story     RL        Reg        Normal        Typ      9842       70
## 1524       2Story     RL        Reg        Normal        Typ      8969       70
## 1526       2Story     RL        Reg        Normal        Typ     15576       70
## 1527       1.5Fin     RL        Reg        Normal        Typ     15564       50
## 1528       1Story     RL        Reg        Normal        Typ      6292       30
## 1529       2Story     RL        Reg        Normal        Typ      7609       70
## 1531       2Story     RL        IR1        Normal        Typ      9650       70
## 1532       2Story     RL        Reg        Normal        Typ      7200       70
## 1533       2Story     RL        IR1        Normal        Typ     11988       70
## 1535       1.5Fin     RL        IR1        Normal        Typ      9260       50
## 1536       1Story     RL        IR1        Normal        Typ      7801       20
## 1538       1.5Fin     RL        IR1        Normal        Typ     14100       50
## 1539       1.5Fin     RL        IR1        Normal        Typ     15660       50
## 1540       1.5Fin     RL        Reg        Normal        Typ     12392       50
## 1541       1Story     RL        IR1        Normal        Typ     26073       20
## 1542       1Story     RL        IR1        Normal        Typ     14778       20
## 1543       2Story     RM        Reg        Normal        Typ      1879      160
## 1544       2Story     RM        Reg        Normal        Typ      1950      160
## 1545       1Story     RM        Reg        Normal        Typ      7000       30
## 1546       1.5Fin     RM        Reg        Normal        Typ      6000       50
## 1547       1Story     RM        Reg        Normal        Typ      3636       30
## 1548       1Story     RM        Reg        Normal        Typ      5890       30
## 1549       1Story     RM        Reg        Normal        Typ      6900       30
## 1550       1.5Fin     RM        Reg        Normal        Typ      8155       50
## 1552       1Story     RM        Reg        Normal        Typ      7392       30
## 1553       1.5Fin     RM        Reg        Normal        Typ      9000       50
## 1562       1Story     RM        IR1        Normal        Typ      3811      120
## 1563       1Story     RM        IR1        Normal        Typ      3842      120
## 1564       1Story     RL        IR2        Normal        Typ     23730       20
## 1565       1Story     RL        IR1        Normal        Typ     13265       20
## 1566       2Story     RL        Reg        Normal        Typ     11050       60
## 1567         SLvl     RL        Reg        Normal        Typ      9880       80
## 1568       1Story     RL        Reg        Normal        Typ     10125       20
## 1570       1Story     RL        Reg        Normal        Typ      9990       20
## 1572       1Story     RL        IR1        Normal        Typ      4084      120
## 1574       1Story     RL        IR1        Normal        Typ     11563       20
## 1577         SLvl     RL        Reg        Normal        Typ      9802       80
## 1578         SLvl     RL        Reg        Normal        Typ      9735       80
## 1580       1Story     RL        IR1        Normal        Typ     12890       20
## 1582       1Story     RL        Reg        Normal        Typ     18265       20
## 1584       1Story     RL        IR1        Normal        Typ     11202       20
## 1585       1Story     RL        IR1        Normal        Typ      7915       20
## 1586       2Story     RL        Reg        Normal        Typ     12244       60
## 1587       1Story     RL        IR1        Normal        Typ     11449       20
## 1588       1Story     RL        IR1        Normal        Typ     11447       20
## 1592       1Story     RM        Reg        Normal        Typ      4500      120
## 1593       SFoyer     RL        Reg        Normal        Typ     14137       85
## 1594       1Story     RM        Reg        Normal        Typ      4224      120
## 1595       2Story     RM        Reg        Normal        Typ      2665      160
## 1596       2Story     RM        Reg        Normal        Typ      2665      160
## 1597       SFoyer     RM        Reg        Normal        Typ      1974      180
## 1598         SLvl     RM        Reg        Normal        Typ      1596      180
## 1599       1Story     RL        IR1        Normal        Typ     17979       20
## 1600       2Story     RM        Reg        Normal        Typ      1477      160
## 1601       SFoyer     RM        Reg        Normal        Typ      1890      180
## 1602       1Story     RL        Reg        Normal        Typ     21750       20
## 1603       1Story     RL        Reg        Normal        Typ      6490       20
## 1604       1Story     RL        IR1        Normal        Typ      6951       20
## 1605       1Story     RL        Reg        Normal        Typ      6600       20
## 1606       1Story     RL        Reg        Normal        Typ      6600       20
## 1607       1Story     RL        Reg        Normal        Typ      6600       20
## 1609       1Story     RL        Reg        Normal        Typ     12395       20
## 1612       1Story     RL        Reg        Normal        Typ     10667       20
## 1613       1Story     RL        Reg        Normal        Typ     10628       20
## 1614       1Story     RL        IR1        Normal        Typ     13651       20
## 1615       1Story     RL        IR1        Normal        Typ     15865       20
## 1616       2Story     RL        IR1        Family        Typ     12394       60
## 1617       2Story     RL        IR1        Normal        Typ     10364       60
## 1618       2Story     RL        IR2        Normal        Typ     13869       60
## 1619       2Story     RL        IR1        Normal        Typ      8773       60
## 1620         SLvl     RL        IR1        Normal        Typ      8872       80
## 1621       1Story     RL        Reg        Normal        Typ      5330      120
## 1622         SLvl     RL        IR1        Normal        Typ     10147       80
## 1624       2Story     RL        Reg        Normal        Typ      7875       60
## 1625       1Story     RL        Reg        Normal        Typ      7875       20
## 1626       2Story     RL        Reg        Normal        Typ      7500       60
## 1627       1Story     RL        IR1        Normal        Typ      9556       20
## 1628         SLvl     RL        IR1        Normal        Typ     10784       80
## 1629         SLvl     RL        IR1        Normal        Typ      9125       80
## 1630       2Story     RL        IR1        Normal        Typ      7655       60
## 1632       1Story     RL        Reg        Normal        Typ      3696      120
## 1634       1Story     RL        IR1        Normal        Typ      4740      120
## 1635       1Story     RL        IR1        Normal        Typ      5118      120
## 1636       1Story     RL        IR1        Normal        Typ     14157       20
## 1637       2Story     RL        IR1        Normal        Typ     12328       60
## 1640       1Story     RL        IR1        Normal        Typ      8035      120
## 1642       1Story     RL        IR1        Normal        Typ     14082       20
## 1644       1Story     RL        IR1        Normal        Typ     12546       20
## 1647       2Story     RL        Reg        Normal        Typ     12090       60
## 1648       1Story     RL        Reg        Normal        Typ     12299       20
## 1649       2Story     RL        IR1        Normal        Typ     11339       60
## 1650       2Story     RL        Reg        Normal        Typ     11952       60
## 1651       2Story     RL        IR1        Normal        Typ     12046       60
## 1652         SLvl     RL        IR1        Normal        Typ     10395       80
## 1653       1Story     RL        Reg        Normal        Typ     11850       20
## 1654         SLvl     RL        Reg        Normal        Typ     11584       60
## 1655       1Story     RL        Reg        Normal        Typ     10400       20
## 1657       1Story     RL        IR1        Normal        Typ     13001       20
## 1658       1Story     RL        IR1        Normal        Typ     12243       20
## 1659       2Story     RL        Reg        Normal        Typ     11700       60
## 1660       2Story     RL        Reg        Normal        Typ     12384       60
## 1661         SLvl     RL        IR1        Normal        Typ      8991       80
## 1662       2Story     RL        Reg        Normal        Typ      8000       60
## 1663         SLvl     RL        Reg        Normal        Typ     10500       80
## 1664       1Story     RL        IR1        Normal        Typ     10530       20
## 1665       2Story     RL        IR1        Normal        Typ      7472       60
## 1667       1Story     RL        Reg        Normal        Typ      7920       20
## 1668       1Story     RL        IR1        Normal        Typ      9758       20
## 1669       1Story     RL        Reg        Normal        Typ      8294       20
## 1670       1Story     RL        IR1        Normal        Typ      7340       20
## 1671       1Story     RL        Reg        Normal        Typ     17199       20
## 1672       1Story     RL        Reg        Normal        Typ      9000       20
## 1673       SFoyer     RH        Reg        Normal        Typ      4058      120
## 1674       1Story     RH        IR1        Normal        Typ      4113      120
## 1675       1Story     RH        IR2        Normal        Typ     10943      120
## 1676       2Story     RM        Reg        Normal        Typ      2205      160
## 1677       2Story     RM        Reg        Normal        Typ      1890      160
## 1678       2Story     RM        Reg        Normal        Typ      2058      160
## 1679       2Story     RM        Reg        Normal        Typ      2016      160
## 1681       1Story     RL        IR1        Normal        Typ      4928      120
## 1682       2Story     RL        Reg        Normal        Typ      2308      160
## 1683       1Story     RL        Reg        Normal        Typ      2304      120
## 1684       1Story     RL        Reg        Normal        Typ      7150       20
## 1694       1Story     RL        Reg        Normal        Typ     15431       20
## 1698       2Story     RL        Reg        Normal        Typ     13693       60
## 1699       1Story     RL        IR1        Normal        Typ     11428       20
## 1701       2Story     RL        IR1        Normal        Typ     13654       60
## 1704       2Story     RL        Reg        Normal        Typ      9591       60
## 1707       1Story     RL        IR1        Normal        Typ     13615       20
## 1708       2Story     RL        IR1        Normal        Typ     13069       60
## 1709       2Story     RL        IR1        Normal        Typ     12099       60
## 1710       2Story     RL        Reg        Normal        Typ     14277       60
## 1711       2Story     RL        Reg        Normal        Typ     11999       60
## 1713       1Story     RL        IR1        Normal        Typ      9926       20
## 1714       1Story     RL        IR1        Normal        Typ      9254       20
## 1716       1Story     RL        IR1        Normal        Typ      7577      120
## 1718       1Story     RL        Reg        Normal        Typ      3903      120
## 1719       1Story     RL        IR1        Normal        Typ      6289      120
## 1720       1Story     RL        Reg        Normal        Typ      4590      120
## 1721       1Story     RL        Reg        Normal        Typ      4590      120
## 1722       1Story     RL        IR1        Normal        Typ      6442      120
## 1723       1Story     RL        IR1        Normal        Typ      7841      120
## 1724       1Story     RL        Reg        Normal        Typ      7313      120
## 1727       1Story     RL        Reg        Normal        Typ      3242      120
## 1729       2Story     RL        Reg        Normal        Typ     10237       60
## 1734       1Story     RL        IR1        Normal        Typ     12216       20
## 1744       1Story     RL        Reg        Normal        Typ      3621      120
## 1746       1Story     RL        IR3        Family        Typ     14572       20
## 1747         SLvl     RL        IR2        Normal        Typ     16219       80
## 1748         SLvl     RL        IR1        Family        Typ     11084       80
## 1749       2Story     RL        IR1        Normal        Typ     11796       60
## 1751       2Story     RL        IR1        Normal        Typ      8244       60
## 1752         SLvl     RL        IR1        Normal        Typ     11950       80
## 1753       2Story     RL        Reg        Normal        Typ      7875       60
## 1755       2Story     RL        IR1        Normal        Typ      8740       60
## 1756       2Story     RL        Reg        Normal        Typ      7917       60
## 1757         SLvl     RL        IR1        Normal        Typ      9967       80
## 1758       2Story     RL        Reg        Normal        Typ      7750       60
## 1759       2Story     RL        IR1        Normal        Typ      9487       60
## 1760       2Story     RL        IR1        Normal        Typ      9649       60
## 1762       2Story     RL        IR1        Normal        Typ     12191       60
## 1763       2Story     RL        Reg        Normal        Typ     11000       60
## 1764       1Story     RL        Reg        Normal        Typ     11400       20
## 1765       2Story     RL        IR1        Normal        Typ     10557       60
## 1766       2Story     RL        IR1        Normal        Typ     11002       60
## 1767       2Story     RL        Reg        Normal        Typ     10790       60
## 1769       2Story     RL        IR1        Normal        Typ      9920       60
## 1770       2Story     RL        IR1        Normal        Typ     11787       60
## 1772       2Story     RL        IR1        Normal        Typ     12257       60
## 1773       1Story     RL        IR1        Normal        Typ     12692       20
## 1774       2Story     RL        Reg        Normal        Typ     11762       60
## 1775       2Story     RL        IR1        Normal        Typ      9044       60
## 1778       1Story     RL        IR1        Normal        Typ     11670       20
## 1779       1Story     RL        IR1        Normal        Typ     15256       20
## 1780       1Story     RL        Reg        Family        Typ     10612       20
## 1782       1Story     RL        IR1        Normal        Typ     13501       20
## 1787       1Story     RL        Reg        Normal        Typ     10000       20
## 1788       1Story     RL        Reg        Normal        Typ      8847       20
## 1790       1Story     RL        Reg        Normal        Typ      8251       20
## 1791       1Story     RL        Reg        Normal        Typ     10084       20
## 1792       2Story     RL        Reg        Family        Typ      9605       60
## 1793       2Story     RL        Reg        Normal        Typ      8778       60
## 1798       2Story     FV        Reg        Normal        Typ      9000       60
## 1801       1Story     FV        Reg        Normal        Typ     11096       20
## 1804       1Story     FV        IR1        Normal        Typ     11824       20
## 1806       2Story     FV        IR1        Normal        Typ     11143       60
## 1808       1Story     RL        Reg        Normal        Typ      7500       20
## 1809       1Story     RL        Reg        Normal        Typ     12450       20
## 1810       1Story     RL        IR1        Normal        Typ      7441       20
## 1811       2Story     RL        IR1        Normal        Typ      8462       60
## 1812       2Story     RL        IR2        Normal        Typ     11613       60
## 1813       1Story     RL        Reg        Normal        Typ      8450       20
## 1814       1Story     RL        IR3        Normal        Typ     16196       20
## 1815       1Story     RL        Reg        Normal        Typ      8012      120
## 1816       2Story     RL        Reg        Normal        Typ      8012      160
## 1817       SFoyer     RL        IR1        Normal        Typ      9180       85
## 1818       1Story     RH        Reg        Normal        Typ      8400       90
## 1819       1Story     RL        Reg        Normal        Typ      6285       20
## 1820       1Story     RL        Reg        Normal        Typ      8480       20
## 1821       1Story     RL        Reg        Normal        Typ      7420       20
## 1822       1Story     RL        IR1        Normal        Typ      7758       20
## 1823       1Story     RL        Reg        Normal        Typ      6970       20
## 1825       1Story     RL        Reg        Normal        Typ      7476       20
## 1826       1Story     RL        IR1        Normal        Typ      9945       20
## 1827       1Story     RL        IR1        Normal        Typ      6173       20
## 1828       2Story     RL        IR1        Normal        Typ     19522       60
## 1829       2Story     RL        IR1        Normal        Typ     17542       60
## 1830       1Story     RL        IR1        Normal        Typ     10751       20
## 1833       2Story     RL        IR1        Normal        Typ      9572       60
## 1834       1.5Fin     RL        Reg        Normal        Typ     10678       50
## 1835       1Story     FV        IR1        Normal        Typ      4379      120
## 1843       2Story     FV        Reg        Normal        Typ      2280      160
## 1844       2Story     FV        Reg        Normal        Typ      3230      160
## 1845       2Story     FV        Reg        Normal        Typ      2117      160
## 1846       2Story     FV        Reg        Normal        Typ      2117      160
## 1847       2Story     FV        Reg        Normal        Typ      2117      160
## 1848       2Story     FV        IR2        Normal        Typ      5105      160
## 1849       2Story     FV        Reg        Normal        Typ      2645      160
## 1850       2Story     FV        IR1        Normal        Typ      7399       60
## 1851       1Story     FV        IR1        Normal        Typ      7321       20
## 1852       2Story     FV        IR1        Normal        Typ      8010       60
## 1853       2Story     FV        IR1        Normal        Typ      8413       60
## 1854       1Story     RL        IR2        Normal        Typ      9466      120
## 1855       1Story     RL        Reg        Normal        Typ     12000       20
## 1856         SLvl     RL        IR1        Normal        Typ     16157       80
## 1857       1Story     RL        IR1        Normal        Typ     10768       20
## 1858       1Story     RL        IR1        Normal        Typ      3840      120
## 1859         SLvl     RL        Reg        Normal        Typ      9600       80
## 1860       1Story     RL        Reg        Normal        Typ      9600       20
## 1861       1Story     RL        IR1        Normal        Typ     17778       20
## 1862       1.5Fin     RL        IR1        Normal        Typ     18890       90
## 1863       2Story     FV        Reg        Normal        Typ      7050       60
## 1864       1Story     RL        Reg        Normal        Typ     11700       20
## 1865       2Story     RL        Reg        Normal        Typ      8000       60
## 1866       SFoyer     RL        IR1        Normal        Typ      8723       85
## 1867       1Story     RL        Reg        Normal        Typ     11700       20
## 1868       1Story     RL        IR1        Normal        Typ     11358       20
## 1869       1Story     RL        Reg        Normal        Typ      9547       20
## 1870       2Story     RL        Reg        Normal        Typ     10530       60
## 1871       1Story     RL        IR1        Normal        Typ     11500       90
## 1872       1Story     RL        IR1        Normal        Typ     10738       20
## 1873       1Story     RL        Reg        Normal        Typ      9600       20
## 1874       1Story     RL        Reg        Normal        Typ     10800       20
## 1875       1Story     RL        Reg        Normal        Typ      8050       20
## 1876       1Story     RL        IR1        Normal        Typ     10355       20
## 1877       1Story     RL        Reg        Normal        Typ     10289       20
## 1879       1Story     RL        IR1        Normal        Typ     10624       90
## 1880       1Story     RL        IR1        Normal        Typ     10899       90
## 1882       1Story     RL        IR1        Normal        Typ     12772       20
## 1883       1Story     RL        IR1        Normal        Typ      8892       20
## 1884         SLvl     RL        Reg        Normal        Typ     10482       80
## 1885       1Story     RL        IR1        Normal        Typ      7535       20
## 1887       1Story     RL        IR1        Normal        Typ      8339       20
## 1888       1Story     RL        IR1        Normal        Typ     14357       20
## 1889       1Story     RL        IR1        Normal        Typ      8243       20
## 1890       1Story     RL        Reg        Normal        Typ      8680       20
## 1891       1Story     RL        Reg        Normal        Typ      8800       20
## 1892         SLvl     RL        Reg        Normal        Typ      9200       80
## 1894       2Story     RL        Reg        Normal        Typ      8800       60
## 1895       1Story     RL        IR1        Normal        Typ     11382       20
## 1896       1Story     RL        Reg        Normal        Typ     22002       20
## 1897       1Story     RL        IR1        Normal        Typ     14585       20
## 1898       1Story     RL        Reg        Normal        Typ      7388       20
## 1899       1Story     RL        Reg        Normal        Typ      9842       90
## 1900       1Story     RL        IR1        Normal        Typ      8280       20
## 1901       1.5Unf     RL        Reg        Normal        Typ     12172       45
## 1903       1Story     RL        Reg        Normal        Typ      5000       20
## 1904       1.5Fin     RL        Reg        Normal        Typ      3500       50
## 1905       1Story     RL        Reg        Normal        Typ      5175       20
## 1906       2Story     RL        Reg        Normal        Typ      9500       60
## 1907       1Story     RL        Reg        Normal        Typ      9600       20
## 1908       2Story     RL        Reg        Normal        Typ     11345       90
## 1909       1.5Fin     RL        Reg        Normal        Typ      9492       50
## 1910       2Story     RL        Reg        Normal        Typ      9480       70
## 1911       1Story     RL        Reg        Normal        Typ      8668       90
## 1912       SFoyer     RL        IR1        Normal        Typ     10050       85
## 1913         SLvl     RL        IR1        Normal        Typ      9600       80
## 1914       1Story     RL        Reg        Normal        Typ     10150       20
## 1915       1.5Fin     RL        Reg        Normal        Typ     11344       50
## 1917       1Story     RL        Reg        Normal        Typ      8760       20
## 1918       1Story     RL        IR1        Normal        Typ      6860       20
## 1919       1Story     RL        Reg        Normal        Typ      8250       20
## 1920       1Story     RL        Reg        Normal        Typ      8176       20
## 1921       1Story     RL        Reg        Normal        Typ      9750       20
## 1922       1Story     RL        Reg        Normal        Typ      9250       20
## 1923       1Story     RL        IR1        Normal        Typ     11988       20
## 1924       1Story     RL        Reg        Normal        Typ      9100       20
## 1925       1Story     RL        Reg        Normal        Typ      9736       20
## 1926       1Story     RL        Reg        Normal        Typ      9770       20
## 1927       1Story     RL        Reg        Normal        Typ     10152       20
## 1928       1Story     RL        IR3        Normal        Typ     12155       20
## 1929       1Story     RL        IR1        Normal        Typ     12198       20
## 1930       1Story     RL        Reg        Normal        Typ     10050       20
## 1931       1Story     RL        Reg        Normal        Typ     11556       20
## 1932       1Story     RL        Reg        Normal        Typ      8078       90
## 1933       1Story     RL        Reg        Normal        Typ     10950       20
## 1934       1Story     RL        Reg        Normal        Typ      7942       20
## 1935       1Story     RL        Reg        Normal        Typ      8923       20
## 1936       1Story     RL        Reg        Normal        Typ      8540       20
## 1938       1.5Fin     RL        Reg        Normal        Typ      7150       50
## 1939       1Story     RL        Reg        Normal        Typ      8400       20
## 1940       1Story     RL        Reg        Normal        Typ     13300       20
## 1942       1Story     RL        Reg        Normal        Typ     15783       20
## 1943       1.5Fin     RL        Reg        Normal        Typ     14190       50
## 1944       1.5Unf     RL        Reg        Normal        Typ      9600       45
## 1945       1.5Fin     RL        IR1        Normal        Typ     12099       50
## 1947       1.5Fin     RL        Reg        Normal        Typ     10134       50
## 1948       1.5Unf     RL        Reg        Normal        Typ      5500       45
## 1950       1Story     RL        Reg        Normal        Typ     10800       30
## 1951       2Story     RL        Reg        Normal        Typ     10800       70
## 1953         SLvl     RL        IR1        Normal        Typ     10090       80
## 1955       1Story     RL        IR1        Normal        Typ      8300       20
## 1956       2Story     RL        IR1        Family        Typ     11606       60
## 1957       1.5Fin     RL        Reg        Normal        Typ      8064       50
## 1958       1Story     RL        Reg        Normal        Typ     11664       20
## 1959       1.5Fin     RL        Reg        Normal        Typ     10496       50
## 1960       1Story     RL        Reg        Normal        Typ      7200       20
## 1962       1Story     RL        Reg        Normal        Typ      7200       20
## 1963       1Story     RL        Reg        Family        Typ      7000       20
## 1964       1Story     RL        Reg        Normal        Typ      7500       20
## 1965       1Story     RL        Reg        Normal        Typ      7315       20
## 1966       1Story     RL        Reg        Family        Typ      7903       20
## 1967       1Story     RL        Reg        Normal        Typ      8000       20
## 1968       1Story     RL        Reg        Normal        Typ      8000       90
## 1969       1Story     RL        Reg        Normal        Typ      7000       20
## 1970       2Story     RL        Reg        Normal        Typ      9760       60
## 1971       2Story     RL        Reg        Normal        Typ      7590       60
## 1972       1Story     RL        Reg        Normal        Typ      6600       20
## 1973       SFoyer     RL        Reg        Normal        Typ      6760       85
## 1974       1Story     RM        Reg        Normal        Typ      6978       30
## 1976       1.5Fin     RM        Reg        Normal        Typ      6000       50
## 1977       1Story     RM        Reg        Normal        Typ      4480       30
## 1978       SFoyer     RM        Reg        Normal        Typ      7200       90
## 1979       1Story     RM        Reg        Normal        Typ      3153       30
## 1980       1Story     RM        Reg        Normal        Typ     10800       30
## 1981       1Story     RM        Reg        Normal        Typ      7200       30
## 1982       1.5Fin     RM        Reg        Normal        Typ      9000       50
## 1983       1.5Fin     RM        Reg        Normal        Typ      6000       50
## 1985       1.5Fin     RM        Reg        Normal        Typ      5925       50
## 1986       1Story     RM        Reg        Normal        Typ      6000       30
## 1987       2Story     RM        Reg        Normal        Typ      9639       70
## 1988       1Story     RM        Reg        Normal        Typ      3880       30
## 1989       1Story     RM        Reg        Normal        Typ      8520       30
## 1990       2Story     RM        IR1        Normal        Typ     10337       70
## 1992       1.5Fin     RM        Reg        Normal        Typ      9600       50
## 1993       2Story     RM        Reg        Normal        Typ      4571       70
## 1995       1.5Fin     RM        Reg        Normal        Typ      8398       50
## 1996       2Story     RM        Reg        Normal        Typ      9900       70
## 1998       2.5Unf     RM        Reg        Normal        Typ     13500       75
## 2000       1Story     RM        Reg        Normal        Typ      5400       40
## 2002       2Story     RM        Reg        Normal        Typ     10800       70
## 2003       1.5Fin     RM        Reg        Normal        Typ      9439       50
## 2004       1Story     RM        Reg        Normal        Typ      8626       20
## 2007       1.5Fin     RM        Reg        Normal        Typ      8674       50
## 2009       1.5Fin     RL        IR1        Normal        Typ      8737       50
## 2010       1.5Fin     RM        Reg        Normal        Typ      6125       50
## 2011       2Story     RM        Reg        Normal        Typ      6000       70
## 2012       1.5Fin     RM        Reg        Normal        Typ      6000       50
## 2013       1.5Unf     RM        Reg        Normal        Typ      6120       45
## 2014       1.5Fin     RM        Reg        Normal        Typ      6240       50
## 2015       1.5Fin     RM        Reg        Normal        Typ      6240       50
## 2016       1.5Fin     RM        Reg        Normal        Typ      6240       50
## 2017       1.5Fin     RM        Reg        Normal        Typ      6120       50
## 2018       2Story     RM        Reg        Normal        Typ      6120       70
## 2019       1.5Unf     RM        Reg        Normal        Typ      6120       45
## 2020       1.5Fin     RM        Reg        Normal        Typ      6240       50
## 2021       1Story     RM        Reg        Normal        Typ      6180       30
## 2022       2Story     RM        Reg        Normal        Typ      7755       70
## 2023       2Story     RL        Reg        Normal        Typ     13515       70
## 2024       1.5Fin     RL        Reg        Normal        Typ      8850       50
## 2025       1.5Fin     RL        Reg        Family        Typ      8550       50
## 2026       2Story     RL        Reg        Normal        Typ      8730       70
## 2027       2Story     RM        IR1        Normal        Typ      5700       70
## 2028       1.5Fin     RM        Reg        Family        Typ      8520       50
## 2029       1.5Fin     RM        Reg       AdjLand        Typ      5680       45
## 2030       1.5Fin     RM        Reg       AdjLand        Typ      5680       50
## 2031       1.5Fin     RM        Reg        Normal        Typ      7758       50
## 2032       1.5Unf     RM        Reg        Normal        Typ      7449       45
## 2033         SLvl     RM        Reg        Normal        Typ     13200       80
## 2034       2Story     RM        Reg        Normal        Typ      6882       70
## 2035       1.5Fin     RM        Reg        Normal        Typ      9000       50
## 2036       2Story     RM        Reg        Normal        Typ      9780       60
## 2037       1.5Fin     RM        Reg        Normal        Typ     10320       50
## 2039       2.5Unf     RM        Reg        Normal        Typ      7200       75
## 2040       1Story     RM        Reg        Normal        Typ      4800       30
## 2041       1.5Fin     RM        IR1        Normal        Typ     12358       50
## 2042       2.5Unf     RM        IR1        Normal        Typ     10120      190
## 2043       1.5Unf     RM        IR1        Normal        Typ      4388       45
## 2045       2Story     RL        Reg        Normal        Typ     12888       70
## 2047       1.5Fin     RL        Reg       AdjLand        Typ      8160       50
## 2048       1.5Fin     RL        IR1        Normal        Typ      4484      190
## 2049       SFoyer     RL        Reg        Normal        Typ     11235      190
## 2051       1Story     RL        Reg        Normal        Typ     14299       20
## 2052       1Story     RL        Reg        Normal        Typ      7943       20
## 2053         SLvl     RL        IR1        Normal        Typ     14149       80
## 2054       1Story     RL        IR1        Normal        Typ     11677       20
## 2055       SFoyer     RL        Reg        Normal        Typ      8400       85
## 2056       1Story     RL        IR1        Normal        Typ      7094       20
## 2057       1Story     RL        IR1        Family        Typ      8978       20
## 2058       1Story     RL        Reg        Normal        Typ      8425      190
## 2059       1Story     RL        IR1        Normal        Typ      8665       20
## 2060       1Story     RL        IR1        Normal        Typ      8398       20
## 2061       1Story     RL        Reg        Normal        Typ      7742       20
## 2062       1Story     RL        Reg        Normal        Typ      8724       20
## 2063       1Story     RL        Reg        Normal        Typ      8197       20
## 2064       1Story     RL        Reg        Normal        Typ      8169       20
## 2065       1Story     RL        Reg        Normal        Typ     14175       20
## 2067       1Story     RL        Reg        Normal        Typ     25339       30
## 2068       1.5Fin     RL        Reg        Normal        Typ      6960       50
## 2069       1Story     RL        Reg        Normal        Typ     11375       20
## 2070       1Story     RL        Reg        Normal        Typ     13770       20
## 2073       1Story     RL        Reg        Normal        Typ     11075       20
## 2074       2Story     RL        IR1        Normal        Typ     10029       60
## 2075       1Story     RL        IR1        Normal        Typ     17541       20
## 2079       1Story     RL        Reg        Normal        Typ     12615       20
## 2080       1.5Fin     RL        Reg        Normal        Typ     10512       50
## 2081       1Story     RL        Reg        Normal        Typ      5400       20
## 2084       1Story     RL        IR1        Normal        Typ      9098       30
## 2085       1Story     RL        Reg        Normal        Typ      3869      120
## 2086       1Story     RL        Reg        Normal        Typ      9280       20
## 2087       1.5Fin     RL        Reg        Normal        Typ     11100       50
## 2088       1.5Fin     RL        Reg        Normal        Typ      7550       50
## 2089       1Story     RL        Reg        Normal        Typ      9060       20
## 2091       1Story     RL        IR1        Normal        Typ     10357       20
## 2092       2Story     RL        Reg        Normal        Typ     13474       60
## 2093       2Story     RL        IR1        Normal        Typ     10380       60
## 2094       2Story     RL        IR1        Normal        Typ     13125       60
## 2095       2Story     RL        Reg        Normal        Typ     11287       60
## 2096       2Story     RL        Reg        Normal        Typ      9317       60
## 2107       1Story     RL        Reg        Normal        Typ      8556       20
## 2109       1Story     RL        IR1        Normal        Typ     11750       20
## 2110       1Story     RL        Reg        Normal        Typ      8760       20
## 2111       1Story     RL        Reg        Normal        Typ      7242       20
## 2112       2Story     RL        Reg        Normal        Typ      9316       60
## 2113       1Story     RL        IR1        Normal        Typ      9317       20
## 2114       2Story     RL        IR1        Normal        Typ     14364       60
## 2115       2Story     RL        IR1        Normal        Typ      8883       60
## 2117       2Story     RL        IR2        Normal        Typ     53107       60
## 2118       2Story     RL        IR1        Normal        Typ     12205       60
## 2119       1Story     RL        IR1        Normal        Typ     20064       20
## 2120       1Story     RL        IR2        Normal        Typ     14217       20
## 2121       1Story     RL        Reg        Normal        Typ      8775       20
## 2122       1Story     RL        IR2        Normal        Typ     11249       20
## 2123       2Story     RL        IR1        Normal        Typ     10021       60
## 2124       2Story     RL        IR1        Normal        Typ      9531       60
## 2125       1Story     RL        IR2        Normal        Typ      8428       20
## 2126       1Story     RL        IR2        Normal        Typ     16561       20
## 2127       1Story     RL        Reg        Normal        Typ      8070       20
## 2128       2Story     RL        IR1        Normal        Typ      9337       60
## 2129       2Story     RL        IR2        Normal        Typ     10820       60
## 2130       2Story     RL        IR2        Normal        Typ     12352       60
## 2131       2Story     RL        IR1        Normal        Typ      9543       60
## 2132       2Story     RL        Reg        Normal        Typ      8826       60
## 2133       1Story     RL        IR1        Normal        Typ     10665       20
## 2134       2Story     RL        Reg        Normal        Typ     11317       60
## 2135       1Story     RL        IR1        Family        Typ     11800       20
## 2136         SLvl     RL        IR1        Normal        Typ      8660       80
## 2137         SLvl     RL        Reg        Normal        Typ      9720       80
## 2138       1Story     RL        IR1        Normal        Typ      8982       20
## 2139       1Story     RL        IR1        Normal        Typ     16300       20
## 2140       1Story     RL        Reg        Normal        Typ      9675       20
## 2141       1Story     RL        Reg        Normal        Typ      7700       20
## 2142       1Story     RL        Reg        Normal        Typ     10356       20
## 2143       1Story     RL        Reg        Normal        Typ      7200       20
## 2144       1Story     RL        Reg        Normal        Typ      7200       20
## 2145       1Story     RL        Reg        Normal        Typ     10386       20
## 2146       2Story     RL        Reg        Normal        Typ      9375       60
## 2147       1Story     RL        Reg        Normal        Typ     11354       20
## 2148       1Story     RL        Reg        Normal        Typ      8749       20
## 2149       2Story     RL        Reg        Normal        Typ      8749       60
## 2150       2Story     RL        Reg        Normal        Typ      8158       60
## 2151       2Story     RL        IR3        Normal        Typ     16226       60
## 2152       1Story     RL        Reg        Normal        Typ     11927       20
## 2153       2Story     RL        Reg        Normal        Typ     12728       60
## 2155       1Story     RL        IR1        Normal        Typ     11248       20
## 2156       2Story     RL        Reg        Normal        Typ     10000       60
## 2157       1Story     RM        Reg        Normal        Typ      4435      120
## 2158       1Story     RL        IR2        Normal        Typ     17227       20
## 2159       2Story     RL        Reg        Normal        Typ      8200       60
## 2160       1Story     RL        Reg        Normal        Typ      8450       20
## 2162       2Story     RL        IR1        Normal        Typ      9245       60
## 2163       1Story     RL        Reg        Normal        Typ      8500       20
## 2164       1Story     RL        Reg        Normal        Typ      8769       20
## 2166       2Story     RL        Reg        Normal        Typ      8333       60
## 2167       2Story     RL        IR1        Normal        Typ      9045       60
## 2168       1Story     RL        Reg        Normal        Typ      9170       20
## 2170       1Story     RL        Reg        Normal        Typ      8308       20
## 2171       1Story     RL        Reg        Normal        Typ     10921       20
## 2172       1.5Fin     RL        Reg        Normal        Typ     16287       50
## 2174       SFoyer     RL        Reg        Normal        Typ     11841       90
## 2175         SLvl     RL        Reg        Normal        Typ      6285       80
## 2176       1Story     RL        IR1        Normal        Typ      7917       20
## 2177       2Story     RL        IR1        Normal        Typ      9555       90
## 2179       1Story     RL        Reg        Normal        Typ      7024       20
## 2180       2Story     RL        Reg        Normal        Typ      7023       60
## 2183       SFoyer     RM        Reg        Normal        Typ      3675      180
## 2184       1Story     RL        Reg        Normal        Typ      6400       20
## 2185       1Story     RL        Reg        Normal        Typ      6882       90
## 2186       1Story     RL        Reg        Normal        Typ     10215       20
## 2188       1Story     RH        Reg        Normal        Typ      4270       30
## 2189       1.5Fin     RL        Reg        Normal        Typ     10042       40
## 2192       1Story     RL        Reg        Normal        Typ      8172       20
## 2193       1Story     RL        Reg        Family        Typ      8172       20
## 2194       1Story     RL        Reg        Normal        Typ      8190       20
## 2197       2Story     RL        Reg        Normal        Typ     10592       70
## 2198       1.5Unf     RL        Reg        Normal        Typ     10594       45
## 2199       1Story     RL        Reg        Normal        Typ      7223       30
## 2200       1.5Fin     RL        Reg        Normal        Typ      6821       50
## 2201       1.5Fin     RL        Reg        Normal        Typ      7200       50
## 2202       2Story     RL        Reg        Normal        Typ      4000       70
## 2203       2Story     RL        Reg        Normal        Typ      6720       70
## 2204       1.5Fin     RL        Reg        Normal        Typ      7642       50
## 2205       2Story     RL        Reg        Normal        Typ      7155       70
## 2206       2.5Unf     RL        Reg        Normal        Typ      7128       75
## 2207       1Story     RL        Reg        Normal        Typ      4280       30
## 2208       1.5Fin     RL        Reg        Normal        Typ      5362       50
## 2209       1Story     RL        Reg        Normal        Typ      6305       30
## 2210       2Story     RH        IR1        Normal        Typ      7136       90
## 2211       2Story     RH        Reg        Normal        Typ      6270       90
## 2212       2.5Unf     RL        Reg        Normal        Typ      7230       70
## 2214       2Story     RL        IR1        Normal        Typ     22420       70
## 2216       1.5Fin     RL        IR1        Normal        Typ      7810       50
## 2217       1.5Fin     RL        IR1        Normal        Typ     11275       50
## 2218       1.5Fin     RL        IR1        Normal        Typ      6221      190
## 2220       2Story     RL        IR1        Normal        Typ      7259       70
## 2221       1Story     RL        Reg        Normal        Typ     14442       20
## 2222       2Story     RL        Reg        Normal        Typ     13125       70
## 2224       1Story     RL        IR1        Normal        Typ     25485       20
## 2225       1Story     RL        IR1        Normal        Typ     21579       20
## 2226       2Story     RM        Reg        Normal        Typ      1782      160
## 2227       1Story     RL        IR2        Normal        Typ     17871       20
## 2228       1Story     RM        IR1        Normal        Typ      3907      120
## 2229       1Story     RL        IR1        Normal        Typ     20693       20
## 2231       1Story     RL        IR1        Normal        Typ     18044       20
## 2232       1.5Fin     RM        Reg        Normal        Typ      8500       50
## 2233       1.5Fin     RM        Reg        Normal        Typ      7000       50
## 2234       1.5Unf     RM        Reg        Normal        Typ      5000       45
## 2235       1.5Fin     RM        Reg        Normal        Typ      7288       50
## 2236       1.5Fin     RM        Reg        Normal        Typ      6060       50
## 2238       1Story     RM        Reg        Normal        Typ      3672       30
## 2239       1Story     RM        Reg        Normal        Typ      8263       30
## 2241       1.5Fin     RM        Reg        Normal        Typ     13710       50
## 2247       1Story     RM        IR1        Family        Typ      4750      120
## 2248       SFoyer     RL        IR1        Normal        Typ     12150       85
## 2249       SFoyer     RL        IR1        Normal        Typ      7540       85
## 2250       1Story     RL        Reg        Normal        Typ      9187       20
## 2251       1Story     RL        Reg        Normal        Typ     10000       20
## 2252       1Story     RL        IR1        Normal        Typ     12864       20
## 2253       1Story     RL        IR1        Normal        Typ      9928       20
## 2254         SLvl     RL        IR1        Normal        Typ      8750       80
## 2255       SFoyer     RL        IR1        Normal        Typ      8410       85
## 2256       1Story     RL        IR1        Normal        Typ      4054      120
## 2257       1Story     RM        IR1        Normal        Typ      9763      120
## 2258       1Story     RL        Reg        Normal        Typ     16905       20
## 2259       1Story     RL        Reg        Normal        Typ     19958       20
## 2262       1Story     RL        IR1        Normal        Typ      9037       20
## 2265       1Story     RL        Reg        Normal        Typ     10331       20
## 2266       1.5Fin     RL        IR1        Normal        Typ     13758       50
## 2267       2Story     RL        IR1        Normal        Typ      9303       60
## 2268       1Story     RL        IR1        Normal        Typ      6718       20
## 2269         SLvl     RL        IR1        Normal        Typ      9590       80
## 2270       1Story     RL        Reg        Normal        Typ     11305       20
## 2271       1Story     RL        IR1        Normal        Typ      7777       20
## 2272       1Story     RL        Reg        Normal        Typ     14536       20
## 2273       2Story     RL        IR1        Normal        Typ     11800       60
## 2274       1Story     RL        Reg        Normal        Typ     35133       20
## 2277       2Story     RL        IR1        Normal        Typ     12665       60
## 2280       SFoyer     RM        IR1        Normal        Typ      6710      120
## 2281       1Story     RL        Reg        Normal        Typ     25286       20
## 2282       1Story     RL        Reg        Normal        Typ     25000       90
## 2283       1Story     RL        Reg        Normal        Typ     32463      190
## 2284       1Story     RM        Reg        Normal        Typ      4224      120
## 2285       1Story     RM        Reg        Normal        Typ      4224      120
## 2286       2Story     RM        Reg        Normal        Typ      1504      160
## 2287         SLvl     RM        Reg        Normal        Typ      1533      180
## 2288       2Story     RM        Reg        Normal        Typ      1495      160
## 2289       2Story     RM        Reg        Normal        Typ      2001      160
## 2290       SFoyer     RM        Reg        Normal        Typ      1936      180
## 2291       2Story     RM        Reg        Normal        Typ      1890      160
## 2292         SLvl     RL        IR1        Normal        Typ     11333       80
## 2293       SFoyer     RL        Reg        Normal        Typ      9129       85
## 2294         SLvl     RL        IR1        Normal        Typ     15957       80
## 2296       2Story     RL        IR1        Normal        Typ      8286       60
## 2297       SFoyer     RL        Reg        Normal        Typ      6723       85
## 2298       SFoyer     RL        Reg        Normal        Typ      7244       85
## 2300       1Story     RL        Reg        Normal        Typ      7599       20
## 2301       1Story     RL        IR2        Normal        Typ     11000       20
## 2302       1Story     RL        Reg        Normal        Typ      8314       20
## 2303       1Story     RL        IR1        Normal        Typ     11625       20
## 2305       1Story     RL        Reg        Normal        Typ     10447       20
## 2306       1Story     RL        IR1        Normal        Typ     11027       20
## 2307       1Story     RL        IR1        Normal        Typ     10533       20
## 2308       1Story     RL        IR1        Normal        Typ     11765       20
## 2310       1Story     RL        Reg        Normal        Typ     11727       20
## 2311       2Story     RL        IR1        Normal        Typ      8238       60
## 2312       2Story     RL        IR1        Normal        Typ     13006       60
## 2313       2Story     RL        IR2        Normal        Typ     13041       60
## 2314       2Story     RL        IR2        Normal        Typ     13031       60
## 2315       2Story     RL        IR1        Normal        Typ      9783       60
## 2316       2Story     RL        IR1        Normal        Typ     11207       60
## 2319       2Story     RL        IR1        Normal        Typ     13128       60
## 2320       2Story     RL        IR1        Normal        Typ     10463       60
## 2323       2Story     RL        IR1        Normal        Typ     13108      160
## 2324       1Story     RL        IR1        Normal        Typ      8076       20
## 2325       2Story     RL        IR1        Normal        Typ      7685       60
## 2326       2Story     RL        IR1        Normal        Typ      9084       60
## 2327       1Story     RL        IR1        Normal        Typ      3701      120
## 2328       2Story     RL        IR1        Normal        Typ      5306      160
## 2329       1Story     RL        IR1        Normal        Typ      6563      120
## 2338       2Story     RL        IR2        Normal        Typ     14762       60
## 2339       1Story     RL        Reg        Normal        Typ     34650      190
## 2340       1Story     RL        Reg        Normal        Typ      8147      120
## 2342       1Story     RL        IR1        Normal        Typ     18261       20
## 2343       1Story     RL        Reg        Normal        Typ     14145       20
## 2344       1.5Fin     RL        IR1        Normal        Typ     13837       50
## 2345       2Story     RL        IR1        Normal        Typ     16659       60
## 2346       2Story     RL        IR1        Normal        Typ     18800       60
## 2347       SFoyer     RL        IR1        Normal        Typ     10464       85
## 2348       1Story     RL        Reg        Normal        Typ     10400       20
## 2349       2Story     RL        Reg        Normal        Typ     10530       60
## 2350       1Story     RL        Reg        Normal        Typ     10240       20
## 2351       2Story     RL        IR1        Normal        Typ     16692       60
## 2352       2Story     RL        Reg        Normal        Typ     11475       60
## 2353       SFoyer     RL        IR1        Normal        Typ      9927       85
## 2355         SLvl     RL        Reg        Normal        Typ     10530       80
## 2356       1Story     RL        Reg        Normal        Typ     10140       20
## 2357       2Story     RL        Reg        Normal        Typ     10140       60
## 2358       1Story     RL        Reg        Normal        Typ     10140       20
## 2359       1Story     RL        Reg        Normal        Typ     10000       20
## 2362       1Story     RL        IR1        Normal        Typ      8125       20
## 2363       1Story     RL        Reg        Normal        Typ      7200       20
## 2364       1Story     RH        IR2        Normal        Typ      8773      120
## 2365       2Story     RM        Reg        Normal        Typ      2760      160
## 2367       2Story     RM        Reg        Normal        Typ      1953      160
## 2368       2Story     RM        Reg        Normal        Typ      1890      160
## 2370       2Story     RM        Reg        Normal        Typ      1680      160
## 2371       2Story     RM        Reg        Normal        Typ      1680      160
## 2372       2Story     RM        Reg        Normal        Typ      1680      160
## 2373       2Story     RM        Reg        Normal        Typ      1680      160
## 2374       1Story     RL        Reg        Normal        Typ      4043      120
## 2375       1Story     RL        Reg        Normal        Typ      7514       20
## 2376       SFoyer     RL        Reg        Normal        Typ      7838       85
## 2377       1Story     RL        Reg        Normal        Typ      2280      120
## 2378       2Story     RL        Reg        Normal        Typ      2179      160
## 2379       1Story     RL        Reg        Normal        Typ     16737       20
## 2382       1Story     RL        Reg        Normal        Typ     16163       20
## 2385       1Story     RL        IR1        Normal        Typ     14780       20
## 2386       1Story     RL        IR1        Normal        Typ     16033       20
## 2388       2Story     RL        Reg        Normal        Typ     13418       60
## 2390       2Story     RL        Reg        Normal        Typ     10240       60
## 2396       1Story     RL        IR1        Normal        Typ     12378       20
## 2399       1Story     RL        IR1        Normal        Typ     14828       20
## 2400       1Story     RL        IR1        Normal        Typ     11846       20
## 2402       2Story     RL        Reg        Normal        Typ     10927       60
## 2403       2Story     RL        IR1        Normal        Typ     13215       60
## 2404       1Story     RL        IR1        Normal        Typ      7052      120
## 2405       1Story     RL        Reg        Normal        Typ      5911      120
## 2410       1Story     RL        IR1        Normal        Typ      3136      120
## 2421       1Story     RL        Reg        Normal        Typ      3196      120
## 2422       1Story     RL        Reg        Normal        Typ      3196      120
## 2423       1Story     RL        Reg        Normal        Typ      2938      120
## 2424       1Story     RM        Reg        Normal        Typ      3072      120
## 2425       1Story     RM        Reg        Normal        Typ      3072      120
## 2428       1Story     RL        Reg        Normal        Typ      3013      120
## 2431       2Story     RL        IR3        Normal        Typ     21930       60
## 2432       2Story     RL        IR1        Normal        Typ      7861       60
## 2433       2Story     RL        IR1        Normal        Typ      9056       60
## 2434       2Story     RL        IR1        Normal        Typ      9171       60
## 2435       2Story     RL        IR1        Normal        Typ     11194       60
## 2436       2Story     RL        Reg        Normal        Typ      7875       60
## 2437       2Story     RL        IR1        Normal        Typ      8121       60
## 2438       2Story     RL        IR1        Normal        Typ      8658       60
## 2439       2Story     RL        IR1        Normal        Typ     11214       60
## 2440       2Story     RL        IR1        Normal        Typ     10852       60
## 2442       2Story     RL        IR1        Normal        Typ      8738       60
## 2443       2Story     RL        Reg        Normal        Typ      9452       60
## 2444       2Story     RL        IR1        Normal        Typ      9660       60
## 2445       2Story     RL        Reg        Normal        Typ      9545       60
## 2446       2Story     RL        IR1        Normal        Typ     35760       60
## 2447       2Story     RL        IR1        Normal        Typ      9233       60
## 2448       2Story     RL        IR1        Normal        Typ     12011       60
## 2450       2Story     RL        IR1        Normal        Typ     10019       60
## 2451       2Story     RL        IR1        Normal        Typ     17242       60
## 2452       2Story     RL        IR1        Normal        Typ     10236       60
## 2453       2Story     RL        Reg        Normal        Typ     10120       60
## 2454       2Story     RL        IR1        Normal        Typ     12585       60
## 2459       1Story     RL        Reg        Normal        Typ      8688       20
## 2466       2Story     FV        Reg        Normal        Typ      8125       60
## 2469       1Story     FV        Reg        Normal        Typ      7500       20
## 2471       1Story     RL        IR1        Normal        Typ      7733       20
## 2476       2Story     RL        Reg        Normal        Typ      7800       60
## 2477       2Story     RL        IR1        Normal        Typ      7632       60
## 2478       2Story     RL        IR1        Normal        Typ      8304       60
## 2479       2Story     RL        Reg        Normal        Typ      7153       60
## 2480       2Story     RL        IR2        Family        Typ      9370       60
## 2481       1Story     RL        Reg        Normal        Typ      7175      120
## 2482       1Story     RL        Reg        Normal        Typ      7175      120
## 2483       2Story     RL        IR1        Normal        Typ      9019       60
## 2484       1Story     RH        Reg        Normal        Typ      8900       20
## 2486       1Story     RL        Reg        Normal        Typ      9100       20
## 2488       1.5Fin     RM        Reg        Normal        Typ      8927       90
## 2490         SLvl     RL        IR1        Normal        Typ      8471       80
## 2491       1Story     RL        IR1        Normal        Typ      9308       20
## 2492       1Story     RL        Reg        Normal        Typ      8450       20
## 2493       1Story     RL        IR1        Normal        Typ      8638       20
## 2494       1Story     RL        IR1        Normal        Typ     13052       20
## 2495       1Story     RL        IR1        Normal        Typ     13526       20
## 2496       1Story     RL        IR1        Normal        Typ      8020       20
## 2497       1Story     RL        Reg        Normal        Typ      6993       20
## 2498       1Story     RL        IR1        Normal        Typ      8789       20
## 2500       2Story     RL        Reg        Normal        Typ     16059       60
## 2501       2Story     RL        Reg        Normal        Typ     11025       60
## 2503       2Story     RL        IR1        Normal        Typ     13346       60
## 2504       1Story     RL        Reg        Normal        Typ     12461       20
## 2505       1Story     FV        Reg        Normal        Typ      3628      120
## 2506       1Story     FV        IR1        Normal        Typ      3316      120
## 2507       2Story     FV        Reg        Normal        Typ      3180      160
## 2508       2Story     FV        Reg        Normal        Typ      2544      160
## 2509       2Story     FV        Reg        Normal        Typ      2544      160
## 2511       2Story     FV        Reg        Normal        Typ      2998      160
## 2512       2Story     FV        Reg        Normal        Typ      3735      160
## 2513       2Story     FV        Reg        Normal        Typ      2651      160
## 2514       2Story     FV        IR1        Normal        Typ      4447      160
## 2515       2Story     FV        IR1        Normal        Typ      8314       60
## 2516       1Story     FV        IR1        Normal        Typ      7180       20
## 2517       1Story     RL        IR1        Normal        Typ      9549      120
## 2518       1Story     RL        IR1        Normal        Typ     11250       20
## 2519       1Story     RL        IR1        Normal        Typ      3760      120
## 2520       1Story     RL        IR1        Normal        Typ      3640      120
## 2521       1Story     RL        IR1        Normal        Typ      3874      120
## 2522       1Story     RL        IR1        Normal        Typ      3876      120
## 2523       1Story     RL        IR1        Normal        Typ     50271       20
## 2524       1Story     RL        IR1        Normal        Typ     13110      190
## 2525         SLvl     RL        IR1        Normal        Typ     10192       80
## 2526       1Story     RL        IR2        Normal        Typ     20781       20
## 2527       2Story     RL        Reg        Normal        Typ     11700       60
## 2528       2Story     RL        IR1        Normal        Typ     11029       60
## 2530       1Story     RL        Reg        Normal        Typ     10140       20
## 2531       1Story     RL        Reg        Normal        Typ      9600       20
## 2532         SLvl     RL        Reg        Normal        Typ      9750       80
## 2533       1Story     RL        Reg        Normal        Typ      9600       20
## 2534       2Story     RL        Reg        Normal        Typ      8640       60
## 2536       1Story     RL        Reg        Normal        Typ      8400       20
## 2537       SFoyer     RL        Reg        Normal        Typ      8400       85
## 2538       1Story     RL        IR1        Normal        Typ      9759       20
## 2539         SLvl     RL        Reg        Normal        Typ      9600       80
## 2540       1Story     RL        Reg        Normal        Typ      9230       20
## 2541       2Story     RL        IR1        Normal        Typ     14803       60
## 2542       1Story     RL        IR1        Normal        Typ     10659       20
## 2543       1Story     RL        Reg        Normal        Typ      9100       20
## 2544       1Story     RL        Reg        Family        Typ      8393       90
## 2546       1Story     RL        Reg        Normal        Typ      8800       20
## 2547       1Story     RL        IR1        Normal        Typ     10368       20
## 2548       2Story     RL        Reg        Normal        Typ      9350       60
## 2549         SLvl     RL        Reg        Normal        Typ     10382      190
## 2551       1Story     RL        Reg        Normal        Typ     10800       20
## 2552       1Story     RL        Reg        Normal        Typ      8550       30
## 2553       1Story     RL        IR1        Normal        Typ     11425       20
## 2554       1Story     RL        Reg        Normal        Typ      9724       20
## 2556       1Story     RL        IR1        Normal        Typ      5900       30
## 2557       1Story     RL        IR1        Normal        Typ      5825       30
## 2558       1.5Fin     RL        IR1        Normal        Typ      7438       50
## 2561       1Story     RL        Reg        Normal        Typ      9600       20
## 2563       1.5Fin     RL        Reg        Normal        Typ      9490       50
## 2565       1Story     RL        Reg        Normal        Typ      9888       20
## 2566       1Story     RL        IR1        Normal        Typ      8917       90
## 2567         SLvl     RL        IR1        Normal        Typ     12700       80
## 2569       2Story     RL        Reg        Normal        Typ     14200       60
## 2572       1Story     RL        IR1        Normal        Typ      9723       20
## 2573         SLvl     RL        Reg        Normal        Typ      7728       90
## 2574         SLvl     RL        Reg        Normal        Typ      8163       80
## 2575       1Story     RL        Reg        Normal        Typ      8400       20
## 2576       1Story     RL        Reg        Normal        Typ     11600       20
## 2577       1Story     RL        IR1        Normal        Typ      9610       20
## 2578         SLvl     RL        Reg        Normal        Typ     10000       80
## 2579       1Story     RL        IR1        Normal        Typ     14850       20
## 2580       1Story     RL        Reg        Normal        Typ     10152       20
## 2582       SFoyer     RL        IR1        Normal        Typ      7032       90
## 2584       1Story     RL        Reg        Normal        Typ     11310       20
## 2585       1Story     RL        Reg        Normal        Typ     12778       20
## 2586       1Story     RL        Reg        Normal        Typ     10170       20
## 2588       1Story     RL        Reg        Normal        Typ     11050       20
## 2589       1Story     RL        Reg        Normal        Typ     13600       20
## 2590       1Story     RL        Reg        Normal        Typ     15428       20
## 2594       1.5Fin     RL        Reg        Normal        Typ      7500       50
## 2596       1Story     RL        Reg        Normal        Typ     10410       30
## 2597       1Story     RL        Reg        Normal        Typ      5400       20
## 2599       1Story     RL        Reg        Normal        Typ     10914       30
## 2600       1.5Fin     RL        Reg        Normal        Typ      7008       50
## 2601       1Story     RL        Reg        Normal        Typ     10800       30
## 2602       2Story     RL        Reg        Normal        Typ      7200       70
## 2604       1.5Fin     RL        Reg        Family        Typ     10410       50
## 2608         SLvl     RL        Reg        Normal        Typ     13400       80
## 2609         SLvl     RL        Reg        Normal        Typ     10184       80
## 2610       1.5Fin     RL        IR1        Normal        Typ      9786       50
## 2611       1Story     RL        Reg        Normal        Typ      9510       20
## 2613       1Story     RL        Reg        Normal        Typ      8910       20
## 2615       1Story     RL        IR1        Normal        Typ      7100       20
## 2617       1Story     RL        Reg        Normal        Typ     11650       20
## 2618       2Story     RL        IR1        Normal        Typ     18275       60
## 2619       1Story     RL        IR1        Normal        Typ     16321       20
## 2622       1Story     RL        Reg        Normal        Typ      7200       20
## 2623       1Story     RL        Reg        Normal        Typ      7200       20
## 2624       1Story     RL        Reg        Normal        Typ      7560       20
## 2625       1Story     RL        Reg        Normal        Typ      8544       90
## 2626       1Story     RL        Reg        Normal        Typ      8544       90
## 2627       1Story     RL        Reg        Normal        Typ      8544       90
## 2628       1Story     RL        Reg        Normal        Typ      8512       90
## 2629       1Story     RL        Reg        Normal        Typ      7945       20
## 2630       1Story     RL        Reg        Normal        Typ      7000       20
## 2631       2Story     RL        Reg        Normal        Typ      7590       60
## 2632       SFoyer     RL        IR1        Normal        Typ     10205       85
## 2633       1Story     RL        Reg        Normal        Typ      7400       20
## 2634       1Story     RL        Reg        Normal        Typ      7000       20
## 2635       SFoyer     RL        Reg        Normal        Typ      7000      190
## 2636       2Story     RM        Reg        Normal        Typ      9856       70
## 2637       2Story     RM        Reg        Family        Typ      9906       70
## 2638       1.5Fin     RM        Reg        Normal        Typ      9600       50
## 2639       1.5Fin     RM        Reg        Normal        Typ      5520       50
## 2640       1.5Fin     RM        Reg        Normal        Typ      9600       50
## 2641       2Story     RM        Reg        Normal        Typ      9600       70
## 2642       2Story     RM        Reg        Normal        Typ      6451       70
## 2643       2Story     RM        Reg        Normal        Typ      3960       70
## 2644       1Story     RM        Reg        Normal        Typ      5684       30
## 2645       1.5Fin     RM        Reg        Normal        Typ      7745      190
## 2647       1Story     RM        Reg        Normal        Typ      5633       30
## 2649       1Story     RM        Reg        Normal        Typ      7200       20
## 2650       1.5Fin     RM        Reg        Normal        Typ      4400       50
## 2651       2Story     RM        Reg        Normal        Typ      7614       70
## 2652       1Story     RM        Reg        Normal        Typ      6000      190
## 2653       1.5Fin     RM        Reg        Normal        Typ      6000       50
## 2654       1Story     RM        Reg        Normal        Typ      7830       30
## 2655       1.5Fin     RM        Reg        Normal        Typ      9576       50
## 2656       1Story     RM        Reg        Normal        Typ      5820       20
## 2657       1Story     RM        Reg        Normal        Typ      5747       30
## 2658       2Story     RM        Reg        Normal        Typ      9142      190
## 2660       2.5Unf     RM        Reg        Normal        Typ     10800       75
## 2661       2.5Unf     RM        Reg        Normal        Typ      6300       75
## 2662       1.5Fin     RM        Reg        Normal        Typ      5000       50
## 2663       2.5Unf     RM        IR1        Normal        Typ      8850       75
## 2664       2Story     RM        Reg        Normal        Typ      3600       70
## 2665       2Story     RM        Reg        Normal        Typ      7200       70
## 2666       1Story     RM        Reg        Family        Typ     11340       30
## 2667       2.5Fin     RM        IR2        Normal        Typ     22950       75
## 2668       2Story     RM        Reg        Normal        Typ      5976       90
## 2669       1Story     RM        Reg        Normal        Typ      9750       20
## 2672       1.5Fin     RL        Reg        Normal        Typ      6435       50
## 2673       2Story     RL        IR1        Normal        Typ     11737       70
## 2674       1.5Fin     RM        Reg        Normal        Typ      5000       50
## 2675       1.5Fin     RM        Reg        Normal        Typ      7800      190
## 2676       1.5Fin     RM        Reg        Normal        Typ      6240       50
## 2677       1.5Fin     RM        Reg        Normal        Typ      6240       50
## 2680       1.5Fin     RM        Reg        Normal        Typ      6240       50
## 2681       1.5Fin     RM        Reg        Family        Typ      6240       50
## 2682       1.5Fin     RM        Reg        Normal        Typ      6120       50
## 2683       1Story     RM        Reg        Normal        Typ      6000       30
## 2684       1Story     RM        Reg        Normal        Typ      6000       30
## 2685       1.5Unf     RM        Reg        Normal        Typ      6380       45
## 2686       1Story     RL        IR2        Normal        Typ     11672       30
## 2687       1.5Fin     RM        IR3        Normal        Typ     33120       50
## 2688       1Story     RL        Reg        Normal        Typ      9873      190
## 2689       1.5Fin     RM        Reg        Normal        Typ      5310       50
## 2690       1Story     RM        IR1        Normal        Typ      4118       30
## 2692       2Story     RM        Reg        Normal        Typ      7518       70
## 2694       1.5Fin     RM        Reg        Normal        Typ      8600       50
## 2695       1.5Fin     RM        Reg        Normal        Typ      7200       50
## 2696       1Story     RM        Reg        Normal        Typ      9786       30
## 2697       1.5Fin     RM        Reg        Normal        Typ      6780      190
## 2698       1Story     RM        Reg        Family        Typ      7200       30
## 2699       1.5Fin     RL        Reg        Normal        Typ     12375       50
## 2700       1Story     RL        Reg        Normal        Typ     11136       90
## 2703       1Story     RL        Reg        Normal        Typ      8250       30
## 2704       1Story     RL        IR1        Normal        Typ      5220       30
## 2705       1Story     RL        Reg        Normal        Typ      5500       20
## 2706       1Story     RL        Reg        Normal        Typ     11235       20
## 2707       1Story     RL        Reg        Normal        Typ     10791       90
## 2708       1Story     RL        Reg        Normal        Typ      8414       20
## 2709       1Story     RL        IR1        Normal        Typ     11327       20
## 2711         SLvl     RL        IR1        Normal        Typ     10366       80
## 2713       1Story     RL        IR1        Normal        Typ     11553       20
## 2714       2Story     RL        Reg        Normal        Typ      7844       60
## 2715       1Story     RL        IR1        Normal        Typ      9535       20
## 2717         SLvl     RL        IR1        Normal        Typ      7176       80
## 2718       1Story     RL        IR1        Normal        Typ      9662       90
## 2719       1Story     RL        Reg        Normal        Typ      8235       90
## 2720       1.5Fin     RL        Reg        Normal        Typ     13650       50
## 2724         SLvl     RL        IR1        Normal        Typ     10246       80
## 2726       1Story     RL        Reg        Normal        Typ     20355       20
## 2727       1Story     RL        Reg        Normal        Typ     13050       20
## 2728       1.5Fin     RL        Reg        Normal        Typ     15593       50
## 2729       SFoyer     RL        Reg        Normal        Typ     10820       85
## 2730       1Story     RL        IR1        Normal        Typ     13350       20
## 2731       1.5Fin     RL        Reg        Normal        Typ      1700      150
## 2733       1Story     RL        Reg        Normal        Typ      9375       20
## 2735       2Story     RL        Reg        Normal        Typ      7800       20
## 2737       2Story     RL        Reg        Normal        Typ     19950       70
## 2738       2.5Unf     RL        Reg        Normal        Typ     19800       75
## 2740       1Story     RL        Reg        Normal        Typ     12048       20
## 2741       1Story     RL        Reg        Normal        Typ     10519       20
## 2742       1.5Fin     RL        Reg        Normal        Typ      9525       50
## 2743       1.5Fin     RL        Reg        Normal        Typ      9525       50
## 2744       1Story     RL        IR1        Normal        Typ      6420       20
## 2746       1.5Fin     RL        Reg        Normal        Typ      7585       50
## 2747       1Story     RL        Reg        Normal        Typ     11200       20
## 2749       2Story     RL        IR1        Normal        Typ      9554       60
## 2750       SFoyer     RL        Reg        Normal        Typ      9069       90
## 2759       1Story     RL        Reg        Normal        Typ     11645       20
## 2762       1Story     RL        Reg        Normal        Typ      9316       20
## 2763       2Story     RL        IR1        Normal        Typ      9316       60
## 2765       1Story     RL        IR1        Normal        Typ     36500       20
## 2766         SLvl     RL        IR1        Normal        Typ     21453       80
## 2767       1Story     RL        IR1        Normal        Typ     70761       20
## 2769       SFoyer     RL        IR1        Normal        Typ      8846       85
## 2770       1Story     RL        Reg        Normal        Typ     13015       20
## 2771       2Story     RL        IR1        Normal        Typ     12438       60
## 2772       1Story     RL        IR1        Normal        Typ      8685       20
## 2773       1Story     RL        IR2        Normal        Typ     13568       20
## 2774       1Story     RL        Reg        Normal        Typ      9100       20
## 2775       1Story     RL        IR1        Normal        Typ      9236       20
## 2776       1Story     RL        IR1        Normal        Typ     10264       20
## 2777       2Story     RL        IR1        Normal        Typ      9272       60
## 2778       2Story     RL        IR1        Normal        Typ     13426       60
## 2779       2Story     RL        IR1        Normal        Typ     13450       60
## 2780       2Story     RL        IR1        Normal        Typ     14006       60
## 2781       1Story     RL        IR1        Normal        Typ     13704       20
## 2782         SLvl     RL        IR1        Normal        Typ     10780       80
## 2783       2Story     RL        IR1        Normal        Typ      8340       60
## 2784         SLvl     RL        IR1        Normal        Typ     10385       80
## 2785       1Story     RL        IR1        Normal        Typ      9920       20
## 2786       1Story     RL        IR1        Normal        Typ      9560       20
## 2788       1Story     RL        Reg        Normal        Typ      7200       20
## 2789       2Story     RH        IR1        Normal        Typ      3612      160
## 2790       2Story     RL        Reg        Normal        Typ     11367       60
## 2791       2Story     RL        IR1        Normal        Typ      9930       60
## 2792       2Story     RL        IR2        Normal        Typ      9468       60
## 2793       1Story     RL        Reg        Normal        Typ     11088       20
## 2794       1Story     RL        IR2        Normal        Typ     14781       20
## 2795       2Story     RL        Reg        Normal        Typ      8726       60
## 2796       1Story     RL        Reg        Normal        Typ      8125       20
## 2797       2Story     RL        IR1        Normal        Typ     10566       60
## 2798       2Story     RL        IR2        Normal        Typ     21533       60
## 2799       2Story     RL        IR1        Normal        Typ     11250       60
## 2800       2Story     RL        Reg        Normal        Typ     11250       60
## 2801       2Story     RL        Reg        Normal        Typ      9750       60
## 2802       1Story     RL        Reg        Normal        Typ      9100       20
## 2803       1Story     RM        Reg        Normal        Typ      4435      120
## 2804       1Story     RM        Reg        Normal        Typ      4435      120
## 2806       1Story     RL        Reg        Normal        Typ      8810       20
## 2807       2Story     RL        IR2        Normal        Typ     12393       60
## 2808       1Story     RL        Reg        Normal        Typ      9135       20
## 2810       2Story     RL        Reg        Normal        Typ      8400       60
## 2812       2Story     RL        IR1        Normal        Typ     11645       60
## 2818       1Story     RL        Reg        Normal        Typ     17755       20
## 2819       1Story     RL        Reg        Normal        Typ      8877       20
## 2820       SFoyer     RL        IR1       AdjLand        Typ      7840       90
## 2821       SFoyer     RL        IR1       AdjLand        Typ      9400       90
## 2823       2Story     RL        Reg        Normal        Typ      7162       60
## 2824       1Story     RL        Reg        Normal        Typ      8050       20
## 2825       2Story     RL        IR1        Normal        Typ     11060       60
## 2826         SLvl     RM        Reg        Normal        Typ      3675      180
## 2834       1.5Fin     RL        Reg        Normal        Typ      6956       50
## 2835       1.5Fin     RL        Reg       AdjLand        Typ      7822       50
## 2837       1.5Fin     RL        Reg       AdjLand        Typ      8410       50
## 2838       1.5Fin     RL        Reg        Normal        Typ      9738       50
## 2839       1Story     RL        Reg        Normal        Typ      8172       20
## 2841       1.5Fin     RL        Reg        Normal        Typ      8248       50
## 2843       2.5Fin     RL        Reg        Normal        Typ      6204       75
## 2846       2Story     RH        Reg        Normal        Typ      7082      190
## 2847       1.5Fin     RL        Reg        Normal        Typ      8400       50
## 2848       1.5Fin     RL        Reg        Normal        Typ     10890       50
## 2850       2Story     RL        Reg        Normal        Typ      7000       70
## 2851       2Story     RL        Reg        Normal        Typ     13132       70
## 2852       2Story     RL        Reg        Normal        Typ      4899       70
## 2853       1.5Fin     RL        Reg        Normal        Typ      6000       50
## 2855       2Story     RL        Reg        Normal        Typ      7588       70
## 2856       1.5Fin     RL        Reg        Normal        Typ     10164       50
## 2857       1.5Fin     RL        Reg        Normal        Typ      6191       50
## 2860       2Story     RL        IR1        Normal        Typ     11435       70
## 2861       1.5Fin     RL        Reg        Normal        Typ     12400       50
## 2862       1Story     RL        Reg        Normal        Typ     11600       30
## 2863       1.5Fin     RL        IR1        Normal        Typ     11500       50
## 2864       1.5Fin     RL        IR1        Normal        Typ      8170       50
## 2865       2Story     RL        IR1        Normal        Typ     16560       70
## 2866       2Story     RL        IR1        Normal        Typ     12320       70
## 2867       2Story     RL        IR1        Normal        Typ     14210       70
## 2869       1Story     RL        Reg        Normal        Typ     12984       20
## 2870       2Story     RL        Reg        Normal        Typ     15600       60
## 2871       1Story     RL        Reg        Normal        Typ     15750      190
## 2872       1Story     RL        IR1        Normal        Typ     16381       20
## 2873       1Story     RM        Reg       AdjLand        Typ      7288       30
## 2874       1.5Fin     RM        Reg        Normal        Typ      7000       50
## 2876       1Story     RM        Reg        Normal        Typ      7030       30
## 2878       1.5Fin     RM        Reg        Normal        Typ      9060       50
## 2885       1Story     RM        IR1        Normal        Typ      3842      120
## 2886       1Story     RL        IR1        Normal        Typ     23580       20
## 2887       1Story     RL        Reg        Normal        Typ      8385       90
## 2888       1Story     RL        Reg        Normal        Typ      9116       20
## 2889       SFoyer     RL        Reg        Normal        Typ     10530       90
## 2890         SLvl     RL        Reg        Normal        Typ     11080       80
## 2891       1Story     RL        Reg        Family        Typ     11070       90
## 2892       2Story     RL        IR1        Normal        Typ     26178       60
## 2893       1Story     RM        IR1        Normal        Typ      8239      120
## 2895       1Story     RL        IR1        Normal        Typ     16669       20
## 2896       1Story     RL        IR1        Normal        Typ     13811       20
## 2897       1Story     RL        IR1        Normal        Typ      8049       20
## 2898       2Story     RL        IR2        Normal        Typ     11170       60
## 2899       1Story     RL        IR1        Normal        Typ      8098       20
## 2900       1Story     RL        Reg        Normal        Typ     14331       20
## 2905       SFoyer     RM        Reg        Normal        Typ      7020       90
## 2906       1Story     RM        Reg        Normal        Typ      4500      120
## 2907       1Story     RM        Reg        Normal        Typ      4500      120
## 2909       2Story     RM        Reg        Normal        Typ      2665      160
## 2910       2Story     RM        Reg        Normal        Typ      2665      160
## 2912       1Story     RL        IR1        Normal        Typ     10172       20
## 2913       1Story     RL        IR1        Normal        Typ     11836       90
## 2914       SFoyer     RM        Reg        Normal        Typ      1470      180
## 2915       2Story     RM        Reg        Normal        Typ      1484      160
## 2916       1Story     RL        Reg        Normal        Typ     13384       20
## 2919       2Story     RM        Reg        Normal        Typ      1526      160
## 2920       2Story     RM        Reg        Normal        Typ      1936      160
## 2922       1Story     RL        IR1        Normal        Typ     12640       90
## 2923       1Story     RL        Reg        Family        Typ      9297       90
## 2924       1Story     RL        Reg        Normal        Typ     17400       20
## 2926         SLvl     RL        IR1        Normal        Typ      7937       80
## 2927       1Story     RL        IR1        Normal        Typ      8885       20
## 2928       SFoyer     RL        Reg        Normal        Typ     10441       85
## 2929       1Story     RL        Reg        Normal        Typ     10010       20
## 2930       2Story     RL        Reg        Normal        Typ      9627       60
##      LotFrontage OverallCond YearBuilt ExterQual ExterCond FirstFlrSF
## 1            141           5      1960        TA        TA       1656
## 2             80           6      1961        TA        TA        896
## 3             81           6      1958        TA        TA       1329
## 4             93           5      1968        Gd        TA       2110
## 5             74           5      1997        TA        TA        928
## 6             78           6      1998        TA        TA        926
## 7             41           5      2001        Gd        TA       1338
## 8             43           5      1992        Gd        TA       1280
## 9             39           5      1995        Gd        TA       1616
## 10            60           5      1999        TA        TA       1028
## 11            75           5      1993        TA        TA        763
## 12             0           7      1992        TA        Gd       1187
## 13            63           5      1998        TA        TA        789
## 14            85           5      1990        TA        TA       1341
## 15             0           5      1985        Gd        TA       1502
## 17           152           7      1988        Gd        TA       1080
## 19           140           5      1951        TA        TA        864
## 21           105           6      1977        TA        TA       1844
## 22            85           6      1974        TA        TA       1173
## 23             0           5      2000        Gd        TA        814
## 24             0           7      1970        TA        TA       1004
## 25             0           6      1971        TA        TA       1078
## 26            65           6      1968        TA        TA       1056
## 27            70           5      1970        TA        TA        882
## 28            70           5      1971        TA        TA        864
## 29            26           5      1999        Gd        TA       1337
## 30            21           5      1971        TA        TA        483
## 31            21           5      1971        TA        TA        525
## 32            21           5      1971        TA        TA        525
## 33            53           5      1977        TA        TA       1069
## 34            24           6      1975        TA        TA        855
## 35            24           6      1975        TA        TA        836
## 36            24           5      1978        TA        TA        855
## 38            98           5      2007        Gd        TA       1704
## 42            90           5      2005        Gd        TA       1698
## 43            79           5      2005        Gd        TA       1822
## 44            70           5      2004        Gd        TA       1535
## 47           110           5      2003        Ex        TA       2696
## 48           105           5      2002        Gd        TA       1687
## 49            61           5      2005        Ex        TA       1752
## 50            41           5      2006        Gd        TA       1370
## 51            36           5      2003        Gd        TA        764
## 52           100           5      2005        Gd        TA       1324
## 53            43           5      2006        Gd        TA       1145
## 54            43           5      2004        Gd        TA       1269
## 55            67           5      2004        Gd        TA        744
## 56             0           5      2002        Gd        TA        860
## 57            63           5      2004        Gd        TA        847
## 58             0           5      2000        TA        TA        774
## 59             0           5      2001        Gd        TA        884
## 60           108           5      1999        Gd        TA       1422
## 61            60           5      1998        Gd        TA       1645
## 62            59           5      1996        Gd        TA       1720
## 63            98           5      1994        Gd        TA       1500
## 64            92           7      1999        Gd        TA       1164
## 65            58           5      1998        Gd        TA       1195
## 66            56           5      1995        Gd        TA       2053
## 67            73           5      2005        Gd        TA       1595
## 69            72           5      2009        TA        TA        764
## 70            75           5      2008        Gd        TA       1566
## 71           100           5      2004        Gd        TA        991
## 72            84           5      2005        Gd        TA       1468
## 73            76           5      2004        Gd        TA        956
## 74            70           5      2004        Gd        TA        831
## 75             0           5      1994        Gd        TA       1222
## 76            50           5      1980        TA        TA        923
## 77            70           5      1992        Gd        TA       1055
## 78            55           5      1979        TA        TA        918
## 79            50           5      1984        TA        TA        752
## 80             0           7      1993        Gd        TA       1014
## 81            81           5      1984        TA        TA       1097
## 82            70           6      1980        TA        TA        888
## 83            70           5      1920        TA        Fa       1012
## 84            68           5      1978        TA        TA       1318
## 86            65           8      1965        TA        Gd        894
## 87             0           5      1967        TA        Gd        900
## 88            75           5      1963        TA        TA       1040
## 89             0           8      1962        TA        Gd       1040
## 91           107           5      1992        Gd        TA       1061
## 92            85           5      1993        Gd        TA       1251
## 93            88           5      1992        Gd        TA       1402
## 94            25           5      2004        Gd        TA       1488
## 95            39           5      2004        Gd        TA        840
## 96            30           5      2004        Gd        TA        600
## 97            30           5      2004        Gd        TA        600
## 98            24           5      2004        Gd        TA        600
## 99            24           5      2005        Gd        TA        600
## 101            0           5      2000        Gd        TA        769
## 102            0           5      2000        Gd        TA        756
## 103           24           5      1999        Gd        TA        696
## 104            0           5      2003        Gd        TA        530
## 106           68           5      2000        Gd        TA        975
## 107           30           5      1980        Gd        TA        788
## 108           40           6      1978        Gd        TA       1226
## 109            0           8      1976        Gd        TA        725
## 110           80           5      2002        Gd        TA       1492
## 111            0           6      1967        TA        TA       1829
## 112           80           5      1993        TA        TA       1280
## 113            0           7      1977        TA        TA       1610
## 114            0           5      1978        TA        TA       1287
## 115           80           5      1988        TA        TA        980
## 116           78           7      1972        TA        TA       1381
## 117           80           6      1971        TA        TA        930
## 118           80           5      1966        TA        TA       1232
## 119            0           5      1963        TA        TA       1328
## 120           77           5      1959        TA        TA       1225
## 121           90           5      1966        TA        TA       1209
## 122           88           6      1967        TA        TA       1510
## 123            0           5      1964        TA        TA       1131
## 124            0           7      1964        TA        TA       1152
## 127           68           6      1950        TA        TA       1078
## 129          120           6      1949        TA        Gd       1019
## 130           50           7      1958        TA        Gd        858
## 132           80           5      1954        TA        TA       1063
## 133           80           6      1955        TA        TA       1520
## 134           78           6      1954        TA        TA       1268
## 135           75           8      1966        TA        TA       1128
## 136           80           5      1960        TA        TA       1105
## 139           70           5      1958        TA        TA       1604
## 140           70           5      2003        Gd        TA       1480
## 141            0           5      1959        TA        TA       1143
## 142           70           5      1959        TA        TA       1700
## 143           70           6      1957        TA        Gd       1314
## 144           73           6      1959        TA        TA       1194
## 146           73           5      1960        TA        TA       1264
## 147           87           5      1959        TA        TA       1206
## 148           80           5      1959        TA        TA       1580
## 149           60           5      1956        TA        TA        832
## 150           60           7      1952        TA        TA       1064
## 151          119           6      1955        TA        Gd        972
## 154           65           7      1920        TA        TA        985
## 156           85           7      1954        TA        TA       1086
## 157           74           7      1956        TA        TA        936
## 159           64           5      1980        TA        TA       1056
## 160            0           7      1959        TA        Gd       1287
## 161           96           7      1967        Gd        Gd       1898
## 162           60           8      1948        TA        TA        816
## 163           75           7      1959        TA        TA       1246
## 164           71           4      1952        TA        Fa        910
## 165           60           7      1951        TA        TA        900
## 166           87           6      1962        TA        TA       1116
## 167           81           6      1960        TA        TA       1175
## 169           70           5      1966        TA        TA       1051
## 172           56           7      1920        TA        TA        936
## 173           56           6      1927        TA        TA       1028
## 174           69           7      1957        TA        TA       1347
## 175           60           6      1915        Gd        Gd        840
## 176           47           6      1945        TA        Gd        747
## 178           50           7      1929        TA        TA        926
## 179           50           7      1938        TA        TA        827
## 180           69           7      1948        TA        Gd       1027
## 181            0           6      1920        TA        TA       1060
## 183           60           8      1928        TA        Gd        720
## 185           60           6      1915        TA        Gd        966
## 186           50           9      1890        Gd        Gd       1157
## 188           90           7      1957        TA        TA       1236
## 189           60           7      1910        TA        TA        741
## 190           60           6      1885        TA        TA       1246
## 192           53           6      1950        TA        Gd       1030
## 193            0           7      1922        TA        TA       1160
## 194           50           7      1925        TA        TA        765
## 196           50           6      1940        TA        Gd        848
## 198           50           7      1948        TA        TA        780
## 199           52           7      1936        TA        TA        548
## 200           52           5      1930        TA        TA        928
## 201           51           5      1923        TA        TA       1068
## 202           50           6      1921        TA        TA        902
## 203           57           5      1915        TA        Fa        888
## 204           60           8      1912        Gd        Gd        780
## 205           52           8      1920        TA        Gd        662
## 206          110           5      1963        Fa        TA        816
## 208           76           9      1900        TA        Gd       1032
## 209            0           7      1940        TA        Gd       1207
## 210          100           5      1959        TA        TA       1675
## 212           60           4      1915        Fa        Fa       1212
## 213           65           5      1940        TA        TA        600
## 215           60           7      1910        TA        Gd        936
## 216           54           8      1875        TA        Gd        780
## 217           72           3      1967        Fa        Fa       1832
## 218           72           5      1968        TA        TA       1768
## 219           75           4      1965        TA        TA       1039
## 221           70           5      1967        TA        TA        912
## 222            0           8      1968        TA        Gd       1060
## 223           65           7      1966        TA        TA        892
## 224           80           7      1969        TA        TA        663
## 225           65           5      1968        TA        TA        864
## 226            0           5      1978        TA        TA       1373
## 227           86           5      1968        TA        Gd        720
## 229           80           5      1996        Gd        TA       1306
## 230            0           7      1977        Gd        Gd       1483
## 231           94           4      1927        TA        TA        756
## 233            0           6      1979        Gd        TA       1332
## 234            0           5      1978        TA        TA       1117
## 235          124           4      1938        TA        TA       1052
## 237           65           7      1950        TA        TA       1074
## 238           68           6      1956        TA        TA       1144
## 239           50           6      1947        TA        TA       1169
## 240           75           7      1954        TA        TA       1172
## 241           83           5      2009        TA        TA       1212
## 243            0           3      1964        TA        Fa       1298
## 245           77           5      1985        Gd        TA        977
## 246           83           5      1987        Gd        TA       1433
## 247           87           7      1993        Gd        Gd        964
## 248           80           5      1993        Gd        TA       1062
## 249           73           6      1992        TA        TA        996
## 250           64           5      2008        Gd        TA       1694
## 251           64           5      2006        Gd        TA       1208
## 252           94           5      2009        TA        TA       1226
## 253           64           5      2010        Gd        TA       1222
## 254           90           5      1990        TA        TA       1699
## 255           82           8      1900        TA        TA        831
## 256           80           7      1971        TA        TA       1052
## 257           82           5      1996        TA        Gd        965
## 258            0           5      1997        TA        TA        892
## 259           70           5      1998        TA        TA        804
## 260           38           8      1977        Gd        Gd       1026
## 261            0           7      1977        TA        TA        689
## 262           75           6      1976        TA        TA        894
## 263           68           6      1972        TA        TA        876
## 264           80           5      2003        Gd        TA       1978
## 265            0           5      2001        Gd        TA       1601
## 266           44           6      2003        Gd        TA        941
## 267           75           5      1997        Gd        TA       1044
## 268           48           5      1998        TA        TA       1661
## 269            0           5      2003        Gd        TA        848
## 270            0           5      2004        Gd        TA        848
## 271           48           5      2003        Gd        TA       1668
## 272           70           5      2004        Gd        TA       1484
## 273           65           5      2004        Gd        TA       1414
## 276           75           5      1965        TA        TA       1664
## 277           60           6      1968        TA        TA       1196
## 279           65           6      1975        TA        TA       1096
## 281           64           5      1958        TA        TA        960
## 282           80           5      2003        TA        TA       1121
## 283           52           4      1945        TA        TA        798
## 284           60           4      1941        TA        Fa        672
## 286           67           6      1924        TA        TA       1296
## 287           66           4      1915        TA        TA        841
## 288           45           3      1914        TA        Fa        864
## 289           50           6      1924        TA        TA       1026
## 290            0           6      1939        TA        TA        856
## 292           51           2      1931        TA        TA        894
## 294           78           6      1941        Gd        Gd       1225
## 295           78           6      1950        TA        Gd       1102
## 296           66           9      1941        Ex        Gd       1188
## 297          100           8      1959        Gd        Gd       1902
## 298           85           6      1994        TA        TA        896
## 299           35           6      1989        Gd        TA       1034
## 300           35           5      1989        Gd        TA       1191
## 301          100           8      1959        TA        TA       1801
## 302           40           8      1922        TA        Gd        796
## 304           50           5      1921        TA        TA        727
## 309           44           5      2004        Gd        TA       1646
## 310           85           5      1998        Gd        TA       1036
## 311           74           7      1977        TA        TA       1285
## 312          129           5      2003        Gd        TA       1560
## 313            0           5      1976        TA        TA       1034
## 314            0           5      1976        TA        TA       2048
## 316           88           5      2008        Gd        TA       1346
## 318           73           5      2006        TA        TA        744
## 320           80           5      2002        Gd        TA        824
## 321           85           5      2002        Gd        TA        993
## 322           89           5      2008        Ex        TA       2018
## 323           85           5      1965        TA        TA       1264
## 324           93           5      2004        TA        TA       1430
## 325           94           5      1971        TA        TA        912
## 326            0           5      1999        TA        TA       1344
## 327            0           5      1973        TA        TA        546
## 328           31           6      1973        TA        TA        945
## 329           36           3      1976        TA        TA        536
## 330           21           7      1970        TA        TA        546
## 331           21           6      1972        TA        TA        630
## 332           21           4      1970        TA        TA        546
## 333           21           6      1972        TA        TA        546
## 334           50           7      1971        TA        Gd        874
## 335            0           7      1962        TA        TA       1188
## 336           76           7      1984        TA        TA        833
## 337           70           2      1985        TA        Po       1216
## 338           63           5      1991        TA        TA        624
## 339           68           5      1969        TA        TA        864
## 340           76           5      1994        Gd        Gd       1803
## 341           74           5      1993        Gd        Gd       1152
## 342           74           5      1956        TA        TA        882
## 343           85           5      1974        TA        TA       1434
## 344           75           7      1972        Gd        TA       2000
## 345           88           5      1997        TA        TA        945
## 346            0           5      2003        Gd        TA       1008
## 347           60           5      1996        TA        TA        958
## 348           42           5      2006        Ex        TA       1746
## 349            0           5      1995        TA        TA        804
## 350           28           5      2004        Gd        TA       2522
## 351           40           5      2000        Gd        TA       1659
## 352           61           5      1998        TA        TA       1478
## 353           57           5      1995        Gd        TA       1734
## 354           57           5      1998        Gd        TA        751
## 355           74           5      1998        TA        TA        885
## 356           60           5      1998        Gd        TA        952
## 357           59           7      1993        Gd        TA        799
## 358            0           8      1993        Ex        Gd        680
## 359            0           5      1994        TA        TA        707
## 360           58           5      1993        TA        TA       1190
## 361            0           5      1992        TA        TA        808
## 362           65           5      1994        TA        TA        702
## 363            0           6      1992        TA        TA       1167
## 364            0           5      1999        Gd        TA       1005
## 365           99           5      1990        TA        TA       1442
## 369          124           5      2005        Gd        TA       1530
## 370           85           6      1977        TA        TA        946
## 371           94           7      1980        Gd        TA       1153
## 372           48           5      1979        TA        Gd       1586
## 373           85           5      1977        TA        Gd       1411
## 374            0           7      1977        Gd        TA       1602
## 376           80           6      1978        TA        TA       1671
## 377            0           7      1980        TA        TA       1539
## 378            0           5      1980        TA        TA       1472
## 379           80           5      1978        TA        TA       1707
## 380           80           5      1981        Gd        TA       2524
## 382           80           5      1976        TA        TA       1370
## 383            0           7      1976        TA        Gd       1088
## 384           70           5      2003        Gd        TA       1016
## 386            0           5      2000        Gd        TA       1058
## 387            0           5      2002        Gd        TA        972
## 388            0           7      1975        TA        TA       1621
## 389           78           6      1974        TA        TA       1116
## 390           85           5      1975        TA        TA       1193
## 391           78           5      1974        TA        TA       1350
## 393           60           5      1974        TA        TA        896
## 394            0           6      1970        TA        TA       1002
## 395           61           8      1969        TA        TA       1026
## 396            0           5      1970        TA        TA       1180
## 397            0           7      1971        TA        TA       1050
## 399           60           6      1970        TA        TA        864
## 400           70           7      1970        TA        Gd        864
## 402           60           7      1971        TA        Gd        864
## 403           21           5      1973        TA        TA        483
## 406           21           6      1972        TA        TA        483
## 407           21           8      1972        TA        TA        483
## 408           21           7      1972        TA        TA        630
## 409            0           6      1976        TA        TA        958
## 410           24           5      1976        TA        TA        804
## 411           24           6      1976        TA        TA        855
## 412           24           5      1975        TA        TA       1055
## 413           24           5      1974        TA        TA        855
## 414           24           5      1977        TA        TA        855
## 415           24           5      1978        TA        TA        804
## 416           24           6      1978        TA        TA        855
## 417           24           5      1978        Gd        TA        855
## 418           24           6      1976        TA        TA        836
## 419           65           5      1967        TA        TA        892
## 420            0           7      1966        Gd        TA       1120
## 421           96           5      2006        Ex        TA       1718
## 422          110           5      2007        Ex        TA       1794
## 424          105           5      2008        Ex        TA       2402
## 425          108           5      2006        Gd        TA       1652
## 426          110           5      2007        Gd        TA       1600
## 429           96           5      2008        Ex        TA       1130
## 430           95           5      2008        Ex        TA       2020
## 432           97           5      2008        Ex        TA       1728
## 433          105           5      2007        Ex        TA       2674
## 435           95           5      2008        Ex        TA       1736
## 436          129           5      2004        Gd        TA       1782
## 437           59           5      2007        Gd        TA       1508
## 438           87           5      2006        Gd        TA       1717
## 439           87           5      2008        Ex        TA       1743
## 440           76           5      2004        Gd        TA       1713
## 441           77           5      2006        Gd        TA       1531
## 442          102           5      2008        Ex        TA       1808
## 443           74           5      2004        Gd        TA       1462
## 444          107           5      2004        Gd        TA       1836
## 445           85           5      2003        Gd        TA       1629
## 446           90           5      2003        Gd        TA       1760
## 448          103           5      2003        Ex        TA       2392
## 449          110           5      2003        Gd        TA       2452
## 450           96           5      2003        Gd        TA       1105
## 451           70           5      2006        Gd        TA       1606
## 452           47           5      2005        Gd        TA       1358
## 453           34           5      2005        Gd        TA       1306
## 454           34           5      2005        Gd        TA       1306
## 455           80           5      2007        Gd        TA       1358
## 456           34           5      2007        Gd        TA       1314
## 458          117           5      2003        Gd        TA       2200
## 460           48           5      2008        Ex        TA       1456
## 461          129           5      2002        Gd        TA       1712
## 462           48           5      2006        Gd        TA       1324
## 463           48           5      2003        Gd        TA       1405
## 464           36           5      2003        Gd        TA        764
## 465           63           5      2005        Gd        TA        728
## 466           57           5      2005        Gd        TA        745
## 467          149           5      2005        Gd        TA        742
## 468          122           5      2005        Gd        TA        684
## 469           53           5      2007        Gd        TA       1555
## 470           51           5      2007        Gd        TA       1569
## 471           43           5      2005        Gd        TA       1555
## 472           43           5      2005        Gd        TA       1504
## 473           43           5      2005        Gd        TA       1220
## 474           43           5      2005        Gd        TA       1145
## 475           71           5      2004        Gd        TA        716
## 476            0           5      2002        Gd        TA       1010
## 477           59           5      2004        Gd        TA        744
## 478           62           5      2004        Gd        TA        868
## 479            0           5      2002        Gd        TA        779
## 480           61           5      2004        Gd        TA        846
## 481            0           5      2003        Gd        TA        806
## 482            0           5      2003        Gd        TA        698
## 483           34           5      2007        Gd        TA       1314
## 484            0           5      2000        Gd        TA        980
## 485            0           5      2002        Gd        TA        878
## 486            0           5      2000        Gd        TA       1022
## 487           61           5      2004        Gd        TA        744
## 488           60           5      2000        TA        TA       1007
## 489           42           5      2000        TA        TA        819
## 490           62           5      1999        TA        TA        774
## 491            0           5      1999        Gd        TA       1223
## 492            0           5      1999        TA        TA        892
## 493            0           5      1999        Gd        TA       1022
## 494           64           6      1999        TA        TA        774
## 495           82           5      1999        Gd        TA       1268
## 496          174           5      1995        Gd        TA       1490
## 497          106           5      2000        Gd        TA       1466
## 498            0           5      1998        Gd        TA       1310
## 499           98           5      1998        Gd        TA       1276
## 500           79           5      1996        Gd        TA       1277
## 501            0           5      1994        Gd        TA       2063
## 502           90           5      1993        Gd        TA       1372
## 503           79           5      1995        Gd        TA       1094
## 504            0           5      1993        Gd        TA       1215
## 505           52           7      1994        Gd        TA       1686
## 506            0           6      1994        Gd        TA        979
## 508           86           5      2008        Gd        TA       1696
## 509           78           5      2008        Gd        TA       1658
## 511           85           5      2007        Gd        TA       1702
## 512           76           5      2006        Gd        TA       1432
## 513           75           5      2005        Gd        TA       1113
## 514           85           5      2005        Ex        TA       2490
## 516           75           5      2008        Gd        TA        786
## 520           72           5      2008        Gd        TA       1402
## 521          112           5      2007        Gd        TA       1530
## 523           75           5      2006        Gd        TA       1448
## 524           85           5      2008        Ex        TA       1026
## 525           84           5      2006        Gd        TA        909
## 526           85           5      2005        Gd        TA       1082
## 527           65           5      2006        Gd        TA       1112
## 529           85           5      2006        Gd        TA       1662
## 530           75           5      2003        Gd        TA        912
## 531           62           5      2004        Gd        TA       1221
## 532           68           5      2003        Gd        TA       1553
## 533           65           5      2003        Gd        TA        812
## 534           80           6      2007        Gd        TA       1218
## 535           63           5      2006        Gd        TA       1141
## 536           63           5      2004        TA        TA       1158
## 537           96           5      2004        Gd        TA        871
## 538           76           5      2004        Gd        TA       1512
## 539           67           5      2003        Gd        TA       1200
## 540           63           5      2004        Gd        TA       1114
## 541           63           5      2004        TA        TA       1114
## 542           60           5      2003        TA        TA       1114
## 544           43           5      1996        Gd        TA        913
## 546           65           5      2001        Gd        TA       1434
## 547           70           6      1992        Gd        Gd        833
## 548           75           6      1980        TA        TA        626
## 549           50           5      1990        Gd        TA       1332
## 550           70           5      1994        Gd        TA        754
## 551            0           7      1986        TA        Gd        698
## 552           75           7      1981        TA        TA        964
## 553           60           4      1950        Fa        Fa        841
## 554           60           3      1928        TA        TA        784
## 555           63           5      1962        TA        TA        980
## 556           71           6      1977        TA        TA        980
## 557            0           6      1961        TA        TA        864
## 558            0           5      1961        TA        TA        864
## 559            0           5      1965        TA        TA       1020
## 560            0           8      1963        Gd        Gd        912
## 561           80           6      1961        TA        TA       1144
## 562           60           5      1965        TA        TA        864
## 563           65           6      1962        TA        TA        912
## 565            0           8      1991        Gd        Gd        975
## 570            0           5      2008        Gd        TA       1256
## 571           34           5      1999        TA        TA        742
## 572           34           5      2000        Gd        TA        756
## 573           35           5      1999        Gd        TA        713
## 575            0           9      1977        Ex        Ex       1694
## 576           61           5      1981        Gd        TA       1226
## 577          110           5      1981        Gd        TA       1740
## 580           78           6      1968        TA        TA        829
## 581            0           6      1970        TA        TA       1442
## 582            0           7      1968        TA        TA       1489
## 583            0           6      1973        TA        TA       1107
## 584            0           6      1974        TA        TA       1285
## 585            0           6      1972        TA        TA        735
## 586           80           7      1967        TA        TA       1271
## 587            0           5      1967        TA        TA       1724
## 588           80           5      1969        TA        TA       1336
## 590            0           7      1977        TA        Gd       1316
## 591           80           5      1977        TA        TA       1334
## 593           70           6      2001        Gd        TA        810
## 594           62           6      1967        TA        TA        864
## 595           80           5      1967        TA        TA       1568
## 596           70           6      1965        TA        TA        925
## 598            0           5      1971        TA        TA       1320
## 599            0           5      1967        TA        TA       1342
## 600           60           7      1960        TA        TA        894
## 601           65           7      1959        TA        TA        864
## 602           70           6      1959        TA        TA        864
## 603            0           5      1957        TA        TA       1362
## 606          100           6      1964        TA        TA       1516
## 607           85           6      1961        TA        TA       1313
## 609            0           6      1966        TA        TA       1154
## 610            0           6      1965        TA        Gd        825
## 611            0           6      1964        TA        Gd       1445
## 612           80           6      1959        TA        TA       1041
## 613           85           6      1961        TA        TA       1576
## 614           68           5      1955        TA        TA        960
## 615           50           7      1940        Fa        TA        708
## 616            0           4      1950        TA        TA        979
## 617          128           4      1953        TA        TA       1505
## 618           90           5      1967        Gd        TA       1691
## 619           80           5      1953        TA        TA       1644
## 620           80           6      1956        TA        TA       1050
## 622           80           7      1950        Gd        TA       1113
## 624           92           6      1961        TA        TA       1453
## 625            0           5      1963        TA        TA       1394
## 626           80           8      1966        TA        Gd       1567
## 627           85           6      1965        TA        TA       1186
## 628          100           6      1968        TA        Gd       1182
## 630            0           4      1920        TA        Gd       1281
## 631           73           7      1956        Gd        TA       1144
## 632           70           3      1957        TA        TA       1478
## 633            0           6      1960        TA        TA       1329
## 634           66           8      1959        Gd        TA        988
## 636           66           7      1958        TA        TA       1215
## 638           70           5      1955        TA        TA       1382
## 639           80           5      1956        TA        TA       1200
## 640          120           5      1962        TA        TA       1382
## 641           74           6      1954        TA        TA       1297
## 642           76           4      1958        TA        TA       1866
## 643           53           7      1954        TA        TA       1062
## 645           67           5      1951        TA        TA       1112
## 646           60           5      1955        TA        TA       1005
## 648           80           6      1945        TA        Gd        793
## 649           60           8      1952        Gd        TA       1031
## 650           75           5      1953        TA        TA       1210
## 652           78           7      1948        TA        TA        801
## 653           60           6      1950        TA        TA       1200
## 654           50           6      1948        TA        Gd        972
## 655           53           5      1958        TA        TA        792
## 657           60           7      1939        TA        Gd        676
## 658           80           8      1900        Gd        Gd        717
## 659           52           8      1924        Gd        TA        792
## 660           60           7      1925        TA        TA       1078
## 662           60           9      1910        Gd        Gd        930
## 664           90           6      1920        Fa        TA        840
## 665           60           7      1920        TA        TA        846
## 666           60           5      1890        TA        TA        725
## 667           81           5      1969        TA        TA       1248
## 668           83           7      1963        TA        TA       1380
## 670           91           5      1969        TA        TA       1338
## 671           62           9      1958        Gd        Gd        951
## 672           90           6      1957        TA        TA       1105
## 673           64           7      1957        TA        Gd       1306
## 674            0           5      1960        TA        TA       1478
## 675           80           6      1958        TA        TA       1142
## 676           60           7      1949        Gd        TA       1036
## 677           60           4      1950        TA        TA       1040
## 679           60           5      1949        TA        TA       1040
## 681           71           6      1958        TA        TA       1041
## 683           60           7      1952        TA        Gd        732
## 684           80           5      1959        TA        TA       1183
## 685           70           5      1959        TA        TA       1148
## 686           60           7      1949        TA        TA        832
## 688           76           5      1964        TA        TA        993
## 689           75           7      1978        TA        Gd        941
## 690           80           6      1963        TA        TA       1045
## 691           60           5      1962        TA        TA        894
## 692            0           8      1926        TA        TA        818
## 693           60           6      1910        TA        TA        682
## 694           68           8      1935        TA        TA        861
## 695           57           5      1910        TA        TA        972
## 697           90           8      1910        TA        Gd        810
## 698           90           8      1910        Gd        TA        764
## 699           57           6      1939        TA        TA        868
## 701           63           6      1920        Fa        TA       1101
## 702           60           5      1952        TA        TA        960
## 703           60           8      1946        TA        Gd        707
## 704           56           5      1910        TA        TA        801
## 706           50           7      1950        TA        Ex        768
## 707           50           4      1954        TA        TA        811
## 708           62           6      1920        TA        TA        861
## 711           50           8      1938        TA        TA        886
## 712           60           8      1923        Gd        TA        792
## 714           60           4      1910        Gd        Gd        833
## 715           50           7      1947        TA        TA        720
## 716           90           5      1898        TA        TA       1075
## 717           65           7      1880        Gd        TA       1320
## 718           70           7      1900        TA        TA       1090
## 719           60           7      1917        TA        TA        664
## 720          121           9      1882        Gd        Gd        916
## 722           50           9      1920        TA        Gd        832
## 724           98           6      1890        TA        TA       1188
## 725           60           6      1920        Fa        TA       1044
## 726           60           7      1910        TA        TA        780
## 729          144           6      1923        TA        TA       1072
## 730            0           6      1923        TA        TA       1432
## 731           55           7      1925        Gd        Gd        952
## 732           50           7      1930        TA        TA       1001
## 733            0           6      1916        TA        TA        952
## 734           50           6      1936        TA        TA        757
## 735           50           9      1937        Gd        TA        786
## 736           50           8      1925        TA        TA        884
## 737           50           6      1939        TA        Fa        825
## 738           60           5      1924        TA        TA        822
## 739           50           7      1926        Gd        TA        904
## 741           51           6      1936        TA        Fa       1067
## 742           51           7      1935        TA        TA        989
## 744           51           7      1931        TA        TA        875
## 746           51           6      1938        TA        TA        994
## 747           50           5      1925        TA        Fa       1072
## 748            0           6      1916        TA        TA       1445
## 749           60           8      1910        TA        Gd       1136
## 750           57           6      1915        TA        TA       1048
## 755           57           5      1927        TA        TA       1146
## 756           52           5      1925        TA        TA        848
## 757            0           7      1915        TA        TA        741
## 758           41           5      1902        TA        Fa        978
## 759           60           6      1927        TA        Fa       1204
## 761           60           7      1915        TA        Gd        754
## 762           50           9      1946        TA        Gd        704
## 765            0           5      1978        TA        TA       1152
## 767           54           6      1925        TA        Gd        697
## 768           60           3      1934        TA        TA        687
## 770           80           6      1963        TA        TA       1121
## 771           70           5      1978        TA        TA        918
## 773           65           7      1967        TA        TA        899
## 774            0           5      1978        TA        TA       1034
## 775            0           5      1982        TA        TA        858
## 776           74           6      1982        TA        TA        860
## 777            0           5      1962        TA        TA       1092
## 778           88           5      1961        TA        TA        904
## 779           88           5      1960        TA        TA       1138
## 780            0           5      1956        TA        TA       2071
## 784            0           6      1956        TA        TA       1229
## 785            0           5      1940        TA        TA        861
## 786            0           5      1955        Gd        TA       1867
## 789           73           5      1956        TA        TA       1689
## 790           68           5      1956        TA        TA       1073
## 792           50           7      1946        TA        TA        892
## 793           50           6      1941        TA        TA        672
## 794           62           6      1954        TA        TA       1089
## 795            0           3      1957        TA        Gd        845
## 796           42           5      1984        Gd        TA       1049
## 798           60           5      1939        TA        TA        698
## 799           60           5      1940        TA        TA        755
## 800           74           6      1990        Gd        TA       1061
## 803           90           7      1990        Gd        TA       2196
## 804           75           5      1993        Gd        TA       1006
## 805           85           5      1993        Gd        Gd       1079
## 806           80           5      1995        Gd        TA       1142
## 816            0           5      2000        TA        TA       1168
## 817            0           5      2000        TA        TA       1168
## 818            0           5      2000        TA        TA       1168
## 820           79           5      2007        Gd        TA       1718
## 821           61           5      2008        Gd        TA       1630
## 822           65           5      2008        Ex        TA       1720
## 823           71           5      2008        Gd        TA       1468
## 824           68           5      2007        Gd        TA        866
## 825           77           5      2007        Gd        TA       1838
## 826          122           5      2007        Gd        TA       1800
## 828           64           5      2007        Gd        TA       1290
## 829           95           5      2008        Gd        TA       1254
## 830           64           5      2007        Gd        TA       1232
## 831           78           5      2005        Gd        TA       1498
## 832           79           5      2005        Gd        TA        704
## 833            0           5      1989        Gd        TA       1644
## 834            0           5      1992        Gd        TA        944
## 836           82           5      1996        TA        Gd       1040
## 837           65           7      1994        TA        Gd        990
## 838           65           5      1997        TA        TA        928
## 839           43           6      1996        Gd        TA        827
## 840           65           5      1998        TA        TA       1463
## 841          112           5      1994        TA        TA       1097
## 842           60           5      1994        TA        Gd        990
## 843           80           5      1998        TA        TA        866
## 844           78           5      1999        Gd        TA       1501
## 845           68           5      1999        Gd        TA       1431
## 846           70           5      1998        TA        TA        928
## 847           68           5      2002        Gd        TA        831
## 848           67           5      2002        Gd        TA       1573
## 849           79           5      2001        Gd        TA        944
## 850           67           5      2001        Gd        TA       1430
## 851           65           5      2002        Gd        TA       1444
## 852           75           5      2001        Gd        TA       1492
## 853           60           5      1978        TA        TA       1040
## 854            0           5      1978        TA        TA        907
## 855           76           7      1979        TA        TA        914
## 856           61           7      1977        TA        TA       1040
## 857            0           8      1978        Gd        Gd        864
## 858            0           7      1977        TA        TA       1268
## 859           36           6      1972        TA        TA        864
## 860           60           5      1972        TA        TA        894
## 861           60           8      1972        TA        Gd        768
## 862           70           7      1972        TA        TA        768
## 863           90           5      2002        Gd        TA       1611
## 864            0           5      2003        Gd        TA       1068
## 865            0           5      2001        Gd        TA       1788
## 866            0           5      2001        Gd        TA       1299
## 867            0           5      2000        Gd        TA       1476
## 868           70           5      2002        Gd        TA        840
## 869            0           5      2001        Gd        TA        944
## 870           90           5      1999        Gd        TA       1513
## 871           73           5      1996        Gd        TA       1504
## 872            0           5      2002        Gd        TA       1828
## 873           70           5      1997        Gd        TA       1417
## 874            0           5      1997        TA        TA       1057
## 875           70           5      1996        Gd        TA        909
## 876           70           5      2001        Gd        TA       1212
## 877           75           5      2000        Gd        TA       1630
## 878            0           5      2003        Gd        TA        848
## 879            0           5      2003        Gd        TA        848
## 880           85           5      2007        Gd        TA       1602
## 881           65           5      2004        Gd        TA        864
## 882           63           5      2004        Gd        TA       1500
## 883           64           5      2005        Gd        TA        738
## 884           85           5      2007        Gd        TA        608
## 885           67           5      1949        TA        TA       1126
## 886           75           7      1964        TA        Gd       1486
## 887           67           6      1938        TA        TA        816
## 888           64           5      2003        Gd        TA        495
## 889           75           6      1977        TA        TA        698
## 892           86           5      2007        Ex        TA       1698
## 893           35           5      2005        TA        TA       1072
## 894           50           9      1947        TA        Ex        698
## 895           64           5      1959        TA        TA        876
## 898           56           8      1922        TA        TA        864
## 900           65           5      1959        TA        TA       1678
## 903           67           8      1920        TA        TA        684
## 904           45           6      1941        TA        TA        854
## 909           60           7      1940        TA        TA        944
## 910          102           3      1920        TA        TA       1687
## 911           43           6      1935        TA        TA        647
## 913           64           8      1916        Gd        TA       1232
## 914           51           6      1925        TA        TA       1160
## 915           60           9      1936        Gd        Gd        575
## 916           57           6      1928        TA        TA       1172
## 917           52           7      1928        TA        TA        877
## 918           53           8      1918        TA        TA        628
## 919           53           9      1926        Gd        TA       1276
## 921            0           7      1942        TA        TA        753
## 923           80           4      1960        TA        TA       1273
## 924           80           7      1921        TA        Gd        964
## 925           54           6      1921        TA        TA        820
## 926            0           6      1940        TA        TA       1240
## 927           70           6      1954        TA        Gd       1112
## 928           75           7      1941        TA        TA        860
## 929           90           6      1960        TA        TA       1561
## 931           80           8      1950        TA        Gd       1152
## 932          100           5      1954        TA        TA       1906
## 933           24           6      1980        TA        TA        516
## 934           24           6      1980        TA        Gd        561
## 935           24           6      1980        TA        TA        561
## 936           24           6      1980        TA        TA        561
## 937            0           6      1986        TA        Gd       1182
## 939            0           9      1988        Gd        Gd       1680
## 940           59           7      1920        TA        Gd        672
## 941           50           6      1900        TA        TA        928
## 942           60           5      1920        TA        TA        596
## 947           75           5      2000        Gd        TA       1040
## 949           43           5      2004        Gd        TA       1710
## 950           71           5      2001        TA        TA        804
## 951           75           6      1977        TA        TA        926
## 952           72           7      1977        TA        TA       1287
## 953           75           5      1977        TA        TA       1302
## 954            0           5      1990        TA        TA       1217
## 958           89           5      2007        Gd        TA       1620
## 960          113           5      2008        Ex        TA       2036
## 961           79           5      2008        Ex        TA       1641
## 962           73           5      2007        Gd        TA       1466
## 963          130           5      1988        TA        TA       1412
## 964            0           8      1980        TA        Gd       1375
## 966            0           5      2001        Gd        TA       1296
## 968           85           5      2006        Ex        TA       1838
## 969           85           5      2007        Ex        TA       1978
## 970           75           7      1968        TA        TA       1008
## 972           32           5      1998        TA        TA       1204
## 973            0           5      1999        TA        TA       1224
## 974           21           5      1973        TA        TA        526
## 975           62           6      1968        TA        TA        874
## 976           21           8      1970        TA        Gd        630
## 977           83           5      1969        TA        TA       1404
## 978           21           4      1970        TA        TA        630
## 979           21           6      1970        TA        TA        798
## 980           21           4      1970        TA        TA        546
## 981           50           8      1972        TA        TA        796
## 982           62           5      1993        TA        Gd       1091
## 983            0           6      1978        TA        Gd       1110
## 984            0           5      1985        TA        TA        833
## 985           70           6      1992        TA        TA        883
## 986           85           5      1993        TA        TA        796
## 987           62           5      1992        TA        TA        624
## 988            0           5      1977        TA        TA       1567
## 989           70           7      1969        Gd        Ex        784
## 991            0           7      1970        TA        TA       2117
## 992           85           5      1969        TA        TA       1092
## 993           72           5      1997        TA        TA        926
## 994           65           5      1995        TA        TA        680
## 995           59           5      1998        TA        TA        926
## 996           59           5      1998        TA        TA        943
## 997            0           5      1996        TA        TA        916
## 998           53           5      1996        Gd        TA       1384
## 999           57           5      1996        TA        TA        729
## 1000          41           5      2001        Gd        TA       1593
## 1002          41           5      1993        Gd        TA       1337
## 1003          39           5      1992        Gd        TA       1280
## 1004         100           5      1997        TA        TA        926
## 1005          73           5      1998        TA        TA        932
## 1006           0           5      1995        TA        TA        773
## 1007           0           5      1994        Gd        TA       1086
## 1008           0           5      1991        TA        TA        851
## 1009          40           5      1988        Gd        TA       1228
## 1010          65           5      1989        Gd        TA       1337
## 1011         101           5      2005        Gd        TA       1168
## 1012          77           5      2005        Gd        TA       1134
## 1013          53           5      2004        Ex        TA       1884
## 1015          60           5      2007        Ex        TA       1710
## 1016           0           5      1950        TA        TA       1488
## 1017          46           6      1986        TA        Gd       1236
## 1018          63           6      1988        Gd        TA       1688
## 1019          78           6      1981        TA        Gd       1422
## 1020           0           7      1983        Gd        TA       1260
## 1021          56           5      1978        Gd        Gd       2064
## 1022          85           5      1979        Gd        TA       1782
## 1023           0           7      1977        TA        Gd       1542
## 1024          90           5      1976        TA        TA       1211
## 1027          75           6      1969        TA        TA        720
## 1030          80           5      1976        TA        TA       1444
## 1031          80           6      1976        TA        TA       1098
## 1032          80           6      1973        TA        TA       1178
## 1033           0           5      1996        Gd        TA       1236
## 1034          60           5      1974        TA        TA        896
## 1035          65           8      1969        TA        TA       1054
## 1036          68           6      1969        TA        TA        936
## 1037          63           5      1971        TA        TA        864
## 1038           0           5      1972        TA        TA        864
## 1040          21           5      1973        TA        TA        483
## 1041          21           5      1973        TA        TA        483
## 1042          21           6      1972        TA        TA        483
## 1043          21           6      1970        TA        TA        483
## 1045          21           3      1971        TA        TA        483
## 1046          21           5      1972        TA        TA        630
## 1048          24           6      1975        TA        TA        855
## 1049          24           6      1977        TA        TA       1055
## 1050           0           5      1966        TA        TA        892
## 1057         105           5      2007        Gd        TA       2464
## 1058         104           5      2007        Ex        TA       1950
## 1060          96           5      2005        Ex        TA       1632
## 1061         102           5      2005        Gd        TA       1414
## 1062          74           5      2007        Ex        TA        948
## 1063          85           5      2004        Gd        TA       1170
## 1064         106           5      2003        Ex        TA       2470
## 1065         110           5      2003        Gd        TA       1572
## 1066          85           5      2003        Gd        TA       1006
## 1067          92           5      2003        Gd        TA       1575
## 1068         130           5      2001        Gd        TA       1515
## 1069         112           5      2003        Gd        TA       1804
## 1072         135           5      2005        Gd        TA       1367
## 1073          62           5      2003        Ex        TA       1518
## 1074          63           5      2005        Ex        TA       1684
## 1076          48           5      2006        Gd        TA       1342
## 1077          48           5      2006        Gd        TA       1342
## 1078          36           5      2003        Gd        TA        764
## 1079          36           5      2003        Gd        TA        764
## 1080          59           5      2004        Gd        TA       1358
## 1081           0           5      2003        Gd        TA       1455
## 1082           0           5      2004        Gd        TA       1576
## 1083          43           5      2005        Gd        TA       1504
## 1084          43           5      2007        Gd        TA       1266
## 1086          80           5      2004        Gd        TA        813
## 1087          62           5      2004        TA        TA        864
## 1088          59           5      2005        Gd        TA       1166
## 1089          51           5      2005        TA        TA        728
## 1090           0           5      2002        Gd        TA        840
## 1091           0           5      2003        Gd        TA        847
## 1093          93           5      2000        TA        TA        962
## 1094          71           5      2000        Gd        TA       1008
## 1095          60           5      2004        Gd        TA        788
## 1096           0           5      2002        Gd        TA        707
## 1097          41           5      1999        Gd        TA       1037
## 1098          77           5      1999        TA        TA        873
## 1099          84           5      1997        Gd        TA       1182
## 1100          80           5      1998        Gd        TA       1470
## 1101          84           5      2000        Gd        TA       1145
## 1102           0           5      2000        Gd        TA       1533
## 1103         136           5      1998        Gd        TA       2006
## 1104          97           5      1996        Gd        TA       1064
## 1105           0           7      1995        Gd        TA       1251
## 1106          91           6      1995        Gd        Gd       2113
## 1107          96           5      1993        Gd        TA       1325
## 1108          91           5      1993        Gd        TA       1108
## 1109          81           5      1994        Gd        TA       1223
## 1110          91           5      1994        Gd        TA       1987
## 1112          86           5      2007        Gd        TA        894
## 1113          75           5      2006        Gd        TA       1574
## 1114          74           5      2006        Gd        TA       1578
## 1116          78           5      2007        TA        TA       1563
## 1118          73           5      2007        Gd        TA       1341
## 1120          87           5      2006        Gd        TA       1460
## 1124          75           5      2005        Gd        TA        866
## 1125          75           5      2003        Gd        TA       1053
## 1126          85           5      2005        Gd        TA       1026
## 1128          65           6      2007        Gd        TA        822
## 1129          85           5      2007        Gd        TA       1660
## 1131          64           5      2003        Gd        TA        864
## 1132          63           5      2004        TA        TA       1080
## 1133          68           5      2003        Gd        TA        835
## 1134          67           5      2003        Gd        TA        835
## 1135          63           5      2005        TA        TA       1175
## 1136          66           5      2004        TA        TA       1114
## 1137          66           5      2003        TA        TA       1114
## 1138          65           5      2004        Gd        TA        798
## 1139          81           5      2007        Gd        TA       1162
## 1140          65           5      1995        Gd        TA        754
## 1141          50           5      1993        Gd        TA        886
## 1142          65           5      1994        TA        TA       1679
## 1143          43           5      1994        Gd        TA        832
## 1144          65           5      2001        Gd        TA        827
## 1145          75           5      1992        Gd        TA        844
## 1146           0           5      1991        TA        TA       1294
## 1147          76           5      1993        Gd        TA        832
## 1148          50           5      1993        Gd        TA       1617
## 1149          55           5      1993        Gd        TA       1199
## 1150          70           5      1963        TA        TA        984
## 1151           0           6      1962        TA        TA        912
## 1152          75           8      1961        TA        Gd        864
## 1153          65           5      1968        TA        TA        890
## 1155          65           8      1961        TA        Gd        912
## 1156          95           5      1974        TA        TA       1430
## 1157          70           4      1972        TA        Gd       1001
## 1158           0           5      1990        Gd        TA       1364
## 1159         105           5      1993        Gd        TA       1827
## 1160          59           5      2004        Gd        TA       1391
## 1161          35           5      2006        Gd        TA        625
## 1162          37           5      2004        Gd        TA       1245
## 1163          30           5      2005        Gd        TA        600
## 1166          24           5      1999        TA        TA        757
## 1167          24           5      1999        TA        TA        757
## 1168           0           5      2000        Gd        TA       1638
## 1169           0           5      2001        Gd        TA       1310
## 1170          42           5      2001        Gd        TA       1419
## 1171          35           5      1999        Gd        TA       1557
## 1173          24           5      1999        Gd        TA        624
## 1174          24           5      1999        Gd        TA        684
## 1175          79           5      2001        TA        TA        872
## 1176          24           5      1999        Gd        TA        962
## 1177          24           5      1999        Gd        TA        962
## 1178          36           5      1998        Ex        TA       1469
## 1179          38           5      1996        Gd        TA       1288
## 1180          22           5      1995        Gd        TA       1239
## 1181          32           5      1993        Gd        TA       1719
## 1182           0           6      1984        TA        TA       1232
## 1183           0           3      1977        Gd        Gd       1599
## 1184         103           9      1976        Ex        Ex       1671
## 1185           0           5      2002        Gd        TA        952
## 1186          80           6      1970        TA        TA       1682
## 1187           0           6      1969        TA        TA       1427
## 1188          85           5      1968        TA        TA       1740
## 1190           0           7      1967        TA        TA       1620
## 1191          75           6      1965        TA        TA       1625
## 1192          90           7      1974        TA        TA       1548
## 1193          73           6      1968        TA        TA        732
## 1194          72           8      1965        TA        TA        912
## 1195          65           7      1965        Gd        TA        925
## 1196          72           5      1965        TA        TA       1728
## 1197          74           5      1965        TA        TA       1728
## 1198          87           5      1973        TA        TA       1656
## 1199           0           6      1971        TA        TA        845
## 1200           0           9      1976        Ex        Gd       1175
## 1201          76           6      1974        Gd        TA        943
## 1202           0           8      1966        TA        TA        800
## 1203           0           9      1961        Ex        TA        999
## 1204           0           5      1968        TA        TA       1098
## 1205          74           5      1956        TA        TA       1014
## 1206          77           6      1957        TA        TA        907
## 1207           0           7      1956        TA        TA        952
## 1208          80           6      1963        TA        Gd       1128
## 1209         100           5      1964        TA        TA       1425
## 1210          82           7      1966        TA        TA       1165
## 1211          80           6      1965        TA        TA       1136
## 1212          75           7      1964        TA        TA       1092
## 1213          85           8      1965        TA        Gd       1265
## 1214          82           5      1964        TA        TA       1350
## 1216          72           7      1959        Gd        TA       1053
## 1217          80           6      1959        Gd        TA       1252
## 1218           0           5      1960        TA        TA       1100
## 1219           0           7      1960        TA        TA       1118
## 1220           0           6      1949        TA        TA        720
## 1222          50           6      1939        TA        TA       1077
## 1223          50           7      1937        TA        TA        453
## 1224          80           6      1960        Fa        Fa       1496
## 1226          80           8      1950        TA        Gd       1337
## 1227          80           6      1955        TA        TA       1661
## 1228          63           5      1953        TA        TA       1036
## 1229           0           6      1965        TA        TA        902
## 1230          80           5      1961        TA        TA       1362
## 1231          75           6      1961        TA        TA       1144
## 1233         101           5      1962        TA        TA       1431
## 1234          90           7      1966        Gd        Gd       1104
## 1235           0           7      1955        TA        TA       1098
## 1236          71           5      1963        TA        TA       1144
## 1237          70           7      1962        TA        Gd       1283
## 1238          74           4      1957        TA        TA       1176
## 1239          82           7      1959        TA        TA       1440
## 1240          76           6      1958        TA        TA       1261
## 1241          90           6      1958        TA        TA       1570
## 1242          72           5      1956        TA        TA       1196
## 1243          80           5      1957        TA        TA       1392
## 1244          75           7      1958        TA        Gd       1080
## 1245          75           5      1956        TA        TA       1104
## 1246          60           6      1952        TA        TA        882
## 1247         102           6      1953        TA        TA       1152
## 1248           0           5      1953        TA        TA        950
## 1249          95           5      1957        TA        TA       1790
## 1254          76           5      1957        TA        TA       1824
## 1255          60           6      1948        TA        TA        869
## 1256          45           8      1925        TA        Gd        747
## 1257          60           6      1945        TA        TA       1048
## 1258          60           7      1940        Gd        TA        672
## 1259          60           5      1922        TA        TA       1254
## 1260          60           7      1900        TA        TA        694
## 1261          70           6      1962        TA        TA        858
## 1262          78           6      1968        TA        TA       1044
## 1263          76           7      1958        TA        TA       1312
## 1264           0           5      1960        TA        TA       1253
## 1265           0           6      1960        TA        TA       1081
## 1266         313           7      1960        TA        TA       2069
## 1267          74           7      1953        Gd        TA        910
## 1271          80           6      1959        TA        TA       1256
## 1272          80           5      1962        TA        TA       1027
## 1273          70           6      1960        TA        TA       1269
## 1274          60           6      1948        TA        TA        819
## 1275          64           7      1954        TA        TA        984
## 1276          59           6      1954        TA        TA        832
## 1277          60           5      1954        TA        TA        854
## 1279          60           6      1955        TA        Gd       1024
## 1280          60           7      1954        TA        TA        825
## 1281          71           5      1963        TA        TA        983
## 1282          80           6      1964        TA        TA        798
## 1283          69           5      1963        TA        TA       1117
## 1285          30           5      1925        TA        TA        764
## 1286          60           8      1904        TA        TA        958
## 1287          57           7      1948        TA        TA        948
## 1288          80           5      1910        TA        TA        680
## 1290          60           4      1940        TA        TA        672
## 1291          60           7      1915        Gd        TA        728
## 1292          63           6      1910        TA        TA        828
## 1295          81           5      1920        Fa        Fa        960
## 1296          60           6      1920        Gd        TA       1027
## 1297          60           6      1940        TA        TA        884
## 1298          60           6      1910        TA        TA        899
## 1299          44           9      1890        TA        TA        684
## 1301         100           7      1948        TA        TA       1122
## 1302          75           6      1946        TA        TA        904
## 1304          50           6      1957        TA        TA        928
## 1305          50           7      1954        TA        TA        901
## 1307          87           9      1880        TA        TA       1675
## 1308          69           5      1900        TA        Fa        830
## 1309         100           8      1915        TA        TA        876
## 1310          53           8      1920        TA        TA        730
## 1312          69           7      1900        TA        TA        709
## 1313          60           5      1920        TA        TA       1377
## 1314          60           5      1917        TA        TA       1134
## 1315          60           9      1905        Gd        TA        884
## 1316          60           9      1928        TA        Ex        689
## 1317          60           7      1905        TA        TA       1221
## 1318          35           6      1914        TA        TA        742
## 1319          50           5      1872        TA        Gd        938
## 1320           0           7      1926        TA        TA        572
## 1321          75           9      1893        Ex        Ex       1521
## 1323          60           7      1890        TA        TA       1313
## 1324          65           6      1959        TA        TA        984
## 1325          81           5      1954        TA        TA       1050
## 1326          70           5      1956        TA        TA        882
## 1327          52           6      1958        TA        TA       1093
## 1328          55           7      1928        Gd        Gd       1143
## 1330          50           6      1930        TA        TA        779
## 1331           0           5      1935        TA        TA       1144
## 1332          50           6      1924        TA        TA        784
## 1333          50           7      1941        TA        Gd        832
## 1334          59           9      1900        TA        Gd        736
## 1335          50           7      1940        TA        TA       1014
## 1336          50           7      1924        TA        Fa        949
## 1337          50           7      1929        TA        TA        950
## 1338          50           7      1937        TA        Gd        825
## 1339          50           5      1939        TA        TA        874
## 1340          50           7      1926        TA        TA       1013
## 1341          60           7      1920        TA        Gd        565
## 1343          52           7      1929        TA        TA        624
## 1345          52           7      1930        TA        TA       1128
## 1347          51           5      1923        TA        TA       1226
## 1349          60           8      1920        TA        TA        751
## 1350          60           6      1927        TA        TA        520
## 1352          64           7      1923        TA        TA       1053
## 1353          60           6      1925        TA        Gd       1133
## 1354          60           4      1915        TA        Gd       1170
## 1355           0           5      1940        TA        TA        988
## 1356          55           7      1918        TA        Gd        838
## 1357          57           8      1910        TA        TA       1242
## 1358           0           7      1925        TA        Gd        833
## 1359          63           8      1910        Gd        TA        825
## 1360           0           6      1930        Gd        Gd        768
## 1363           0           6      1915        TA        Fa        880
## 1364          60           7      1925        TA        TA       1040
## 1365          62           6      1925        TA        TA        788
## 1366           0           7      1920        TA        Fa       1035
## 1367          49           7      1955        TA        Gd        825
## 1369          60           8      1912        TA        TA        759
## 1370          60           3      1915        Fa        Fa        808
## 1371          60           7      1906        TA        TA        756
## 1373          55           5      1968        TA        TA       1211
## 1374         115           5      1948        TA        TA        720
## 1376          62           7      1940        TA        Gd        808
## 1378          70           5      1965        TA        TA       1040
## 1379          80           5      1978        TA        TA       1096
## 1381          68           7      1967        TA        Fa        992
## 1382          57           7      1967        TA        TA        894
## 1383           0           8      1978        TA        TA       1034
## 1384           0           5      1967        TA        TA       1073
## 1385           0           5      1984        TA        TA       1126
## 1388           0           3      1959        TA        TA       1006
## 1389           0           6      1966        TA        TA       1228
## 1390          94           8      1963        TA        Gd        960
## 1391          88           8      1956        TA        TA       1188
## 1392           0           5      1954        TA        TA       1383
## 1393           0           7      1960        TA        TA       1252
## 1395          60           8      1940        TA        TA        672
## 1398           0           8      1970        TA        Gd        904
## 1399           0           5      1996        TA        TA       1291
## 1400          83           5      1977        TA        TA       1156
## 1401          82           6      1979        TA        TA       1524
## 1404         124           7      1959        TA        TA       1357
## 1405          50           5      1948        TA        TA        617
## 1406          85           5      1953        TA        TA       1094
## 1407          75           8      1908        TA        TA       1307
## 1408          85           7      1940        TA        TA       1518
## 1409          66           7      1918        TA        TA       1163
## 1410         120           7      1935        TA        TA       1236
## 1411          68           6      1956        TA        TA       1509
## 1412          50           5      1975        TA        TA        864
## 1413          50           8      1962        Gd        TA        621
## 1414          50           8      1900        TA        TA        961
## 1415          70           7      1910        TA        TA        820
## 1416          68           5      1950        TA        TA       1164
## 1417          60           5      1924        TA        TA        572
## 1418          60           6      1941        TA        TA        616
## 1419          86           5      1990        TA        TA       1532
## 1420           0           5      1995        Gd        TA       1093
## 1421          80           5      1994        Gd        TA       1626
## 1422           0           5      1993        Gd        TA       1101
## 1423          85           5      1996        Gd        TA       1302
## 1425          65           5      2007        Gd        TA       1615
## 1428          59           5      1993        Gd        TA       1080
## 1429           0           5      1995        Gd        TA       1511
## 1430           0           6      1966        TA        TA       1643
## 1431          79           5      1997        TA        TA        616
## 1432          65           7      1994        TA        TA        990
## 1433          75           6      1995        TA        TA       1099
## 1434          57           5      1994        TA        TA        990
## 1435           0           5      1997        TA        TA       1418
## 1436           0           5      1997        TA        TA        872
## 1437          68           5      2000        Gd        TA        782
## 1439          57           5      1998        TA        TA        880
## 1440          93           5      1999        Gd        TA       1479
## 1441          88           5      2002        Gd        TA       1494
## 1442          80           5      2001        Gd        TA        963
## 1443          75           5      2000        Gd        TA        928
## 1444          68           5      2001        Gd        TA        920
## 1445           0           6      1975        TA        TA        938
## 1446          65           8      1977        Gd        TA        985
## 1447           0           6      1978        TA        TA       1174
## 1448           0           6      1978        TA        TA       1026
## 1451          88           6      1975        TA        TA        924
## 1452          60           7      1972        TA        TA        864
## 1453          60           7      1972        TA        TA        780
## 1454          75           5      2002        Gd        TA       1795
## 1455          75           5      2002        Gd        TA       1128
## 1456           0           5      2000        Gd        TA        992
## 1457           0           5      2001        Gd        TA       1290
## 1458          73           5      1999        Gd        TA       1004
## 1459          75           5      1998        Gd        TA       1153
## 1460           0           5      2001        Gd        TA       1055
## 1461           0           5      2001        Gd        TA       1366
## 1462           0           5      2002        Gd        TA       1786
## 1463           0           5      2002        Gd        TA       1149
## 1464          65           5      2003        Gd        TA        884
## 1465          41           5      2003        Gd        TA       1129
## 1466          72           5      2003        Gd        TA        798
## 1467          96           5      1999        Gd        TA        886
## 1468          70           5      1994        Gd        Gd        933
## 1469          37           5      2003        Gd        TA        848
## 1470           0           5      2004        Gd        TA        848
## 1471          75           5      1997        TA        TA       1493
## 1473          70           5      2002        Gd        TA       1536
## 1474          65           5      2003        Gd        TA        856
## 1475          75           5      2004        Gd        TA       1445
## 1476          65           5      2004        Gd        TA       1436
## 1477          64           5      2004        Gd        TA        770
## 1478          85           5      2007        Gd        TA       1234
## 1479          85           6      2007        Gd        TA       1564
## 1480          74           5      2007        Gd        TA       1361
## 1481          63           5      2005        Gd        TA        728
## 1482           0           5      2004        Gd        TA        848
## 1483           0           5      2004        Gd        TA        848
## 1484           0           5      2004        Gd        TA        848
## 1485           0           5      2004        Gd        TA        848
## 1486          67           7      1910        TA        TA        796
## 1487          67           7      1900        TA        TA       1272
## 1489          75           6      1965        Gd        TA       1256
## 1490          64           5      1976        TA        TA       1033
## 1491          65           6      1976        TA        TA       1127
## 1492          63           6      1940        TA        TA        996
## 1493          90           5      1972        TA        TA       1181
## 1494          60           5      2003        Gd        TA        760
## 1495           0           6      1977        TA        TA       1117
## 1496          72           7      1976        TA        TA        684
## 1497          60           5      2005        TA        TA       1132
## 1498         123           7      1959        TA        TA       3820
## 1500          35           5      2005        TA        TA       1072
## 1501          65           5      1955        TA        TA       1152
## 1502          65           5      1955        TA        Fa       1152
## 1503          92           4      1955        TA        TA       1440
## 1504          74           5      1955        TA        TA       1152
## 1505          56           5      1955        TA        TA        784
## 1506          60           7      1938        TA        TA        585
## 1508          68           5      1953        TA        TA        930
## 1509          70           6      1946        TA        TA        768
## 1510          60           6      1954        TA        TA        997
## 1511          59           7      1955        TA        Gd        872
## 1513          67           7      1923        TA        TA        949
## 1514          67           6      1925        TA        TA        864
## 1515          45           3      1914        TA        TA        864
## 1516          55           6      1912        TA        Fa        936
## 1517           0           8      1925        TA        TA        810
## 1518          60           8      1939        TA        TA       1052
## 1519          60           5      1925        TA        TA       1390
## 1520          60           8      1921        TA        TA       1424
## 1522          51           6      1921        TA        TA        990
## 1524          66           6      1926        TA        TA        672
## 1526          63           7      1915        TA        TA        840
## 1527          63           6      1914        TA        TA        676
## 1528          52           5      1930        TA        TA        790
## 1529          54           9      1925        Gd        Gd        798
## 1531           0           3      1923        TA        TA        819
## 1532          60           6      1931        TA        Fa        851
## 1533          74           7      1934        TA        TA        849
## 1535           0           4      1938        TA        TA        932
## 1536          79           5      1951        TA        Fa       1091
## 1538           0           9      1935        TA        Gd       1968
## 1539           0           9      1939        Gd        Gd       1137
## 1540          70           9      1950        TA        Gd       1218
## 1541          56           5      1956        TA        TA       1898
## 1542           0           7      1954        Gd        TA       1640
## 1543          24           6      1980        TA        TA        516
## 1544          24           6      1980        TA        Gd        716
## 1545          50           8      1926        TA        Gd        919
## 1546          60           8      1940        TA        TA        760
## 1547          40           4      1922        TA        TA        796
## 1548           0           8      1930        Gd        Gd        816
## 1549          71           6      1940        TA        TA        778
## 1550          58           7      1930        TA        TA        780
## 1552          60           7      1930        TA        TA        912
## 1553          75           5      1958        TA        TA       1151
## 1562          44           5      2004        Gd        TA       1646
## 1563          44           5      2004        Gd        TA       1646
## 1564           0           5      1996        Gd        TA       2032
## 1565           0           5      2002        Gd        TA       1689
## 1566           0           5      1996        TA        TA        910
## 1567          76           6      1977        TA        TA       1118
## 1568          75           6      1977        TA        TA       1279
## 1570          74           5      1991        TA        TA       1689
## 1572          42           6      1986        Gd        TA       1501
## 1574          74           5      2006        Gd        TA       1537
## 1577          73           5      2006        TA        TA        712
## 1578          73           5      2006        TA        TA        754
## 1580          75           5      1989        TA        TA       1495
## 1582          93           5      1986        Gd        Gd       1256
## 1584          82           5      2003        Gd        TA       1440
## 1585           0           5      1999        Gd        TA       1675
## 1586          85           5      2003        Gd        TA       1482
## 1587          79           5      2007        Gd        TA       1728
## 1588          85           5      2005        Gd        TA       1964
## 1592          32           5      1997        TA        TA       1189
## 1593         150           5      1964        TA        TA       1200
## 1594           0           6      1975        TA        TA       1040
## 1595           0           6      1976        TA        TA        616
## 1596          41           7      1976        TA        TA        925
## 1597          21           7      1973        TA        Gd        526
## 1598          21           6      1973        TA        TA        526
## 1599           0           6      1968        TA        Gd       1160
## 1600          21           9      1970        TA        Gd        546
## 1601          21           7      1972        TA        Gd        630
## 1602         100           5      1954        TA        TA        988
## 1603          59           7      1983        TA        Gd        816
## 1604          37           5      1984        TA        TA        923
## 1605          60           9      1982        Gd        Gd        816
## 1606          60           8      1982        TA        Gd        816
## 1607          60           6      1982        TA        TA        845
## 1609          74           6      1984        TA        TA        889
## 1612          85           6      1971        TA        TA       1587
## 1613          85           5      1970        TA        Gd       1277
## 1614          95           6      1973        TA        Gd       2223
## 1615          95           6      1970        Gd        Gd       2217
## 1616           0           5      2003        Gd        TA        847
## 1617           0           5      1995        TA        TA        806
## 1618           0           6      1997        TA        TA        794
## 1619          57           5      1997        TA        TA        916
## 1620          56           5      1997        TA        TA        754
## 1621          41           5      2000        Gd        TA       1652
## 1622           0           5      1994        TA        TA        924
## 1624          63           5      1996        Gd        TA        691
## 1625          63           5      1995        TA        TA       1253
## 1626          60           5      1999        TA        TA        957
## 1627           0           5      1992        TA        TA       1187
## 1628           0           5      1991        Gd        TA        802
## 1629           0           5      1992        TA        TA        812
## 1630           0           5      1993        TA        TA        910
## 1632           0           5      1986        Gd        TA       1088
## 1634          38           5      1988        Gd        TA       1179
## 1635          35           5      1990        Gd        TA       1321
## 1636          86           5      2005        Gd        TA       1922
## 1637          98           5      2005        Gd        TA       1164
## 1640          61           5      2006        Gd        TA       1612
## 1642          85           5      2006        Gd        TA       2234
## 1644           0           7      1981        Gd        Gd       1440
## 1647          78           7      1981        Gd        TA        725
## 1648          93           6      1978        TA        TA       1664
## 1649          61           5      1979        TA        TA       1085
## 1650          92           6      1977        TA        TA       1161
## 1651           0           6      1976        TA        TA       1118
## 1652           0           6      1978        TA        TA       1032
## 1653          79           6      1984        TA        TA       1177
## 1654          80           6      1979        TA        TA       1040
## 1655          80           5      1979        TA        TA       1353
## 1657         128           5      1971        TA        TA       1220
## 1658          70           6      1971        TA        TA       1484
## 1659          90           6      1968        Gd        TA       1041
## 1660           0           7      1976        TA        TA       1142
## 1661          64           6      1976        TA        TA       1324
## 1662          80           6      1974        TA        TA       1084
## 1663          70           7      1971        TA        TA        576
## 1664           0           5      1971        TA        TA        981
## 1665           0           9      1972        TA        TA        725
## 1667          66           5      1970        TA        TA        914
## 1668          61           5      1971        TA        TA        950
## 1669          70           5      1971        TA        TA        872
## 1670           0           6      1971        TA        TA        858
## 1671           0           7      1961        TA        Gd        914
## 1672          60           6      1971        TA        TA        864
## 1673          34           5      1998        TA        TA        767
## 1674          33           5      2001        Gd        TA       1337
## 1675          26           5      1997        Gd        TA       1337
## 1676          21           6      1973        TA        TA        525
## 1677          21           5      1973        TA        TA        672
## 1678          21           5      1973        TA        TA        672
## 1679          24           5      1970        TA        TA        630
## 1681           0           5      1976        TA        TA        958
## 1682          24           6      1976        TA        TA        804
## 1683          24           7      1978        TA        TA       1055
## 1684          65           6      1966        TA        TA        988
## 1694         105           5      2005        Ex        TA       2046
## 1698         105           5      2006        Ex        TA       2069
## 1699          98           5      2006        Gd        TA       1634
## 1701         118           5      2005        Gd        TA       1722
## 1704          76           5      2004        Gd        TA       1143
## 1707          94           5      2006        Ex        TA       1802
## 1708          99           5      2004        Gd        TA       1718
## 1709          99           5      2004        Gd        TA       1136
## 1710         110           5      2003        Gd        TA       1217
## 1711          93           5      2003        Gd        TA       1234
## 1713          70           5      2005        Gd        TA       1614
## 1714          71           5      2005        Gd        TA       1721
## 1716          61           5      2005        Gd        TA       1362
## 1718          34           5      2005        Gd        TA       1302
## 1719          41           5      2005        Gd        TA       1362
## 1720          34           5      2006        Gd        TA       1554
## 1721          34           5      2006        Gd        TA       1554
## 1722          44           5      2006        Gd        TA       1370
## 1723          48           5      2005        Ex        TA       1577
## 1724          60           5      2005        Ex        TA       1561
## 1727          48           5      2003        Gd        TA       1405
## 1729          65           5      2005        Gd        TA        768
## 1734          88           5      2005        TA        TA       1326
## 1744           0           5      2003        Gd        TA       1589
## 1746         182           5      2004        Gd        TA       1530
## 1747          65           5      2004        Gd        TA       1119
## 1748          87           5      2004        Gd        TA        744
## 1749          59           5      2004        Gd        TA        847
## 1751          62           5      2004        Gd        TA        840
## 1752           0           5      2003        Gd        TA        754
## 1753          63           5      2003        Gd        TA        847
## 1755           0           5      2002        Gd        TA        864
## 1756          62           5      1999        TA        TA        953
## 1757          76           5      2000        TA        TA        774
## 1758           0           5      2003        Gd        TA        660
## 1759          58           5      2000        TA        TA        940
## 1760          59           5      1999        TA        TA        961
## 1762         100           5      1997        Gd        TA       1779
## 1763           0           5      2000        Gd        TA        997
## 1764           0           5      2001        Ex        TA       2633
## 1765          89           5      1998        Gd        TA       1671
## 1766          74           5      1998        Gd        TA       1411
## 1767          83           5      1998        Gd        TA       1108
## 1769          92           5      1996        Gd        TA       1127
## 1770          95           5      1996        Gd        TA       1383
## 1772          65           5      1995        Gd        TA       1328
## 1773           0           5      1992        Gd        TA       3228
## 1774          88           5      1992        Gd        TA       1105
## 1775          82           5      1996        Gd        Gd       1335
## 1778          84           5      2006        Ex        TA       1905
## 1779          49           5      2007        Gd        TA       1464
## 1780          76           5      2006        Gd        TA       1534
## 1782         116           5      2006        Gd        TA       1636
## 1787          85           5      2006        Gd        TA       1588
## 1788          74           5      2005        Gd        TA       1538
## 1790          70           5      2005        Gd        TA       1506
## 1791          75           5      2004        Gd        TA       1694
## 1792          70           5      2006        Gd        TA        982
## 1793          75           5      2006        Gd        TA       1302
## 1798          75           5      2006        Gd        TA       1088
## 1801          84           5      2006        Gd        TA       1656
## 1804         100           5      2006        Gd        TA       1685
## 1806         102           5      2004        Gd        TA       1580
## 1808          63           5      2006        Gd        TA       1143
## 1809          60           5      2003        Gd        TA       1094
## 1810          65           5      2006        Gd        TA       1486
## 1811          70           5      1994        Gd        Gd        936
## 1812           0           5      1993        Gd        TA        920
## 1813          65           5      2000        TA        TA       1349
## 1814           0           5      1998        Gd        TA       1494
## 1815          50           5      1992        Gd        TA       1575
## 1816          50           5      1980        TA        TA        630
## 1817           0           7      1983        TA        TA        884
## 1818          60           5      1977        TA        TA       2020
## 1819          64           5      1977        TA        TA        894
## 1820          80           6      1963        TA        TA        970
## 1821          70           5      1962        TA        TA       1057
## 1822           0           7      1962        TA        Gd        999
## 1823          85           5      1961        TA        TA       1120
## 1825          84           7      1968        TA        TA       1040
## 1826           0           5      1961        TA        TA        988
## 1827           0           6      1967        TA        TA        902
## 1828           0           5      1990        Gd        TA       1271
## 1829           0           7      1974        Gd        TA       1516
## 1830          44           5      1974        TA        TA       1037
## 1833           0           5      1990        Gd        TA       1453
## 1834          85           5      1992        Gd        TA       2129
## 1835          45           5      2004        Gd        TA       1378
## 1843          24           5      1999        TA        TA        757
## 1844          34           5      1999        TA        TA        729
## 1845           0           5      2000        Gd        TA        756
## 1846          24           5      2000        Gd        TA        769
## 1847           0           5      2000        Gd        TA        769
## 1848           0           5      2004        Gd        TA        551
## 1849          24           5      1999        Gd        TA        764
## 1850          66           5      1997        Gd        TA        975
## 1851          73           5      1999        Gd        TA       1358
## 1852           0           5      2003        Gd        TA       1072
## 1853         106           5      1998        Gd        Gd       1220
## 1854          50           5      1994        Gd        TA       1494
## 1855          80           6      1980        Gd        TA       2362
## 1856           0           7      1978        TA        TA       1432
## 1857          90           8      1976        Gd        Gd       1437
## 1858          40           6      1978        Gd        TA       1295
## 1859          80           7      1976        Gd        Gd       1094
## 1860          80           8      1976        TA        TA       1262
## 1861          94           5      1981        Gd        TA       2497
## 1862           0           5      1977        TA        TA       1361
## 1863           0           5      2001        Gd        TA       1057
## 1864          78           6      1968        TA        TA       1152
## 1865          80           6      1970        TA        TA       1403
## 1866           0           6      1969        TA        TA       1082
## 1867         130           5      1968        TA        TA       1295
## 1868         108           7      1972        TA        TA       1610
## 1869          80           6      1993        TA        TA       1594
## 1870          78           6      1993        Gd        TA       1091
## 1871           0           6      1976        TA        TA       1680
## 1872          88           7      1966        TA        TA       1093
## 1873          80           6      1973        TA        TA       1242
## 1874          80           5      1963        TA        TA       1052
## 1875          70           6      1967        TA        TA       1107
## 1876           0           5      1967        TA        TA       1214
## 1877          79           7      1965        TA        TA       1073
## 1879           0           4      1964        TA        TA       1728
## 1880           0           5      1964        TA        TA       1224
## 1882           0           8      1960        TA        Gd        958
## 1883          80           5      1960        TA        TA       1065
## 1884          65           8      1958        TA        Gd       1138
## 1885          70           7      1958        TA        TA        912
## 1887           0           7      1959        TA        TA        882
## 1888           0           5      1961        TA        TA       1187
## 1889          76           7      1961        TA        Gd        964
## 1890          70           7      1960        TA        TA        894
## 1891          80           6      1966        TA        TA       1200
## 1892          80           5      1965        TA        TA       1042
## 1894          80           7      1964        TA        Gd        845
## 1895           0           5      1964        TA        TA       1374
## 1896           0           7      1959        TA        Gd       1652
## 1897           0           6      1960        TA        TA       1429
## 1898          75           6      1959        TA        TA       1327
## 1899          70           5      1962        TA        TA       1224
## 1900          57           5      1950        TA        TA        932
## 1901          85           7      1940        TA        TA        908
## 1903          50           3      1946        Fa        Fa        666
## 1904          51           5      1945        TA        TA        442
## 1905          50           8      1958        TA        TA        808
## 1906         100           6      1964        TA        TA       1127
## 1907          80           6      1955        TA        Gd       1150
## 1908          95           5      1948        TA        TA        928
## 1909          79           5      1941        TA        TA        968
## 1910          79           7      1942        TA        TA        888
## 1911          63           5      1968        TA        TA       1560
## 1912           0           6      1966        TA        TA       1280
## 1913         100           5      1961        TA        TA       1254
## 1914          70           5      1958        TA        TA        912
## 1915          78           5      1958        TA        TA        874
## 1917          73           7      1957        TA        TA        936
## 1918          65           6      1956        TA        TA       1008
## 1919          60           7      1963        TA        TA       1053
## 1920          70           6      1958        TA        TA       1056
## 1921          75           6      1958        TA        TA       1442
## 1922          80           7      1954        TA        TA       1056
## 1923          90           6      1957        TA        TA       1244
## 1924          70           5      1960        TA        TA       1144
## 1925          80           6      1957        TA        TA       1721
## 1926          72           5      1957        TA        TA        922
## 1927          72           5      1956        TA        TA       1048
## 1928           0           3      1970        TA        TA       1657
## 1929          70           6      1955        TA        TA       1411
## 1930          75           5      1955        TA        TA       1216
## 1931          60           9      1953        TA        Ex       1154
## 1932          70           5      1958        TA        TA       1560
## 1933          60           6      1952        TA        TA        948
## 1934          68           7      1953        TA        TA       1040
## 1935          66           7      1953        TA        TA       1008
## 1936          71           8      1956        TA        Gd        925
## 1938          55           4      1955        TA        TA       1040
## 1939          70           5      1955        TA        Gd        925
## 1940          70           7      1956        TA        TA        928
## 1942           0           5      1952        TA        TA        924
## 1943          60           7      1890        Gd        Gd       1000
## 1944          60           7      1949        TA        TA        893
## 1945           0           6      1953        TA        TA       1216
## 1947          60           6      1940        TA        TA        735
## 1948          55           6      1956        TA        TA        882
## 1950          60           6      1927        TA        TA        968
## 1951          60           9      1895        TA        Gd        751
## 1953          93           5      1963        TA        TA       1035
## 1955          66           6      1968        TA        TA        952
## 1956          70           5      1969        TA        TA       1040
## 1957          60           7      1949        TA        Gd        672
## 1958          60           5      1948        TA        TA       1082
## 1959          78           6      1949        TA        TA       1168
## 1960          60           7      1950        TA        TA        988
## 1962          60           8      1950        TA        TA        864
## 1963          70           7      1960        TA        TA       1134
## 1964           0           7      1959        TA        TA       1040
## 1965          70           6      1958        TA        TA       1170
## 1966          70           5      1960        TA        TA       1242
## 1967          80           5      1960        TA        TA       1377
## 1968          80           4      1961        TA        TA       1800
## 1969          70           6      1961        TA        TA        925
## 1970          80           8      1964        TA        TA       1020
## 1971          69           5      1962        TA        TA        876
## 1972          60           5      1962        TA        TA        864
## 1973          66           5      1962        TA        TA        936
## 1974          60           7      1926        Gd        Gd        960
## 1976          50           6      1927        TA        TA        866
## 1977          56           5      1922        TA        TA       1022
## 1978          60           5      1980        TA        TA        936
## 1979          56           6      1920        TA        TA        967
## 1980          60           7      1885        TA        TA       1047
## 1981          60           8      1940        TA        TA       1072
## 1982         120           8      1900        TA        TA        680
## 1983          50           7      1948        TA        Gd        679
## 1985          50           6      1900        TA        TA        761
## 1986          50           4      1920        TA        TA        960
## 1987          57           8      1900        TA        TA       1156
## 1988          40           9      1945        TA        Gd        866
## 1989          60           6      1923        Gd        TA        968
## 1990           0           9      1910        Gd        Gd        909
## 1992          60           8      1925        TA        TA        842
## 1993          35           7      1910        TA        TA        616
## 1995          56           8      1910        TA        TA        991
## 1996          90           4      1880        TA        TA       1178
## 1998          75           8      1879        TA        Gd       1312
## 2000          40           7      1926        TA        Gd       1149
## 2002          60           8      1890        TA        Gd       1576
## 2003          52           5      1930        TA        TA        912
## 2004          52           6      1956        TA        TA        968
## 2007          55           6      1950        TA        TA        910
## 2009          70           7      1923        TA        TA        915
## 2010          50           7      1939        TA        Gd        728
## 2011          50           6      1939        TA        TA        608
## 2012          60           6      1941        TA        Gd        869
## 2013          51           7      1939        Gd        TA        884
## 2014           0           5      1938        TA        TA        861
## 2015          52           8      1939        TA        Gd        899
## 2016          52           7      1930        TA        TA       1014
## 2017          51           6      1926        TA        TA        903
## 2018          51           8      1920        TA        TA        939
## 2019          51           8      1929        TA        TA        854
## 2020          52           6      1931        TA        TA        959
## 2021          60           5      1926        TA        TA        986
## 2022          47           8      1918        TA        Gd       1100
## 2023          60           6      1919        TA        TA       1060
## 2024          60           7      1920        TA        Gd        752
## 2025          60           5      1926        TA        TA        960
## 2026          60           7      1915        TA        TA        698
## 2027           0           6      1929        TA        TA        672
## 2028          60           7      1916        TA        Gd       1664
## 2029          40           4      1901        TA        TA        933
## 2030          40           3      1901        TA        TA        969
## 2031           0           4      1931        TA        Fa       1226
## 2032          57           7      1930        TA        TA       1108
## 2033         120           6      1963        TA        TA       1497
## 2034          60           7      1914        TA        TA        773
## 2035          50           6      1937        TA        Gd        780
## 2036          60           9      1950        TA        Ex        976
## 2037          60           5      1915        TA        TA       1138
## 2039          60           7      1920        TA        TA        581
## 2040          40           7      1916        TA        TA       1196
## 2041           0           6      1941        TA        TA        854
## 2042          60           4      1910        Fa        TA        964
## 2043          55           7      1930        TA        Gd        840
## 2045         107           8      1937        TA        Gd       1262
## 2047          60           6      1940        TA        TA        756
## 2048          59           6      1942        TA        TA        778
## 2049          75           5      1963        TA        TA        999
## 2051          62           3      1964        TA        TA       1005
## 2052          61           5      1961        TA        Fa       1029
## 2053          65           8      1964        Gd        Gd       1020
## 2054           0           4      1966        TA        TA       1040
## 2055          70           5      1966        TA        TA        913
## 2056          99           5      1966        TA        TA        894
## 2057           0           5      1968        TA        TA        948
## 2058          70           6      1971        TA        TA        868
## 2059          86           5      1968        TA        TA        897
## 2060           0           5      1967        TA        Gd        943
## 2061          66           7      1966        TA        TA        955
## 2062         109           5      1968        TA        TA        894
## 2063          71           5      1977        TA        TA       1285
## 2064           0           7      1966        TA        Gd        912
## 2065          81           5      1956        TA        TA       1375
## 2067           0           7      1918        TA        Gd       1416
## 2068          70           8      1940        TA        TA        798
## 2069          91           5      1954        TA        TA       1299
## 2070          85           6      1958        TA        TA       1176
## 2073           0           5      1984        TA        TA       1522
## 2074          97           5      1988        Gd        TA       1164
## 2075           0           7      1948        TA        Gd       1325
## 2079          84           7      1950        TA        TA       2158
## 2080          70           6      1954        TA        TA        988
## 2081          60           5      1958        TA        TA        864
## 2084          58           7      1920        TA        TA        605
## 2085          39           6      1984        Gd        Ex       1038
## 2086          58           6      1951        TA        TA       1342
## 2087          60           6      1951        TA        TA       1080
## 2088          50           5      1920        Fa        Fa        986
## 2089          60           6      1957        TA        TA       1340
## 2091         114           5      1990        Gd        TA       1442
## 2092         116           5      1990        Gd        TA       1122
## 2093          86           5      1986        Gd        TA       1553
## 2094         103           5      1991        Gd        TA        912
## 2095          82           6      1989        Gd        TA       1175
## 2096          75           5      1994        Gd        Gd       1029
## 2107          74           5      2006        Gd        TA       1240
## 2109          75           5      2005        Gd        TA       1546
## 2110          73           5      2006        Gd        TA       1500
## 2111          64           5      2005        Gd        TA       1270
## 2112          78           5      2005        Gd        TA        879
## 2113          78           5      2006        Gd        TA       1314
## 2114           0           5      1988        Gd        TA       1180
## 2115           0           5      1988        Gd        TA        946
## 2117           0           5      1992        Gd        TA       1079
## 2118           0           8      1966        TA        TA        976
## 2119         155           6      1976        Gd        TA       1743
## 2120           0           5      1994        TA        TA       1022
## 2121          65           5      1994        TA        TA        990
## 2122         105           5      1995        Gd        Gd       1200
## 2123          57           6      1997        TA        Gd        646
## 2124           0           5      1998        TA        TA        882
## 2125          60           7      1994        TA        Gd        990
## 2126          70           5      1996        TA        TA       1097
## 2127          60           5      1994        TA        TA        990
## 2128          69           5      1997        TA        Gd        905
## 2129          47           5      1999        Gd        TA        988
## 2130          43           5      1998        Gd        TA        853
## 2131          68           5      2001        Gd        TA        845
## 2132           0           5      2000        Gd        TA        985
## 2133          72           5      2003        Gd        TA       1479
## 2134          72           5      2003        Gd        TA        840
## 2135          97           5      1974        TA        TA        894
## 2136          59           5      1976        TA        Gd       1025
## 2137          72           7      1977        TA        TA       1009
## 2138          45           5      1977        TA        TA       1040
## 2139          39           4      1977        TA        TA        907
## 2140          75           6      1975        TA        TA        879
## 2141          70           5      1972        TA        TA        882
## 2142         120           6      1975        TA        TA        969
## 2143          60           5      1972        TA        TA        864
## 2144          60           8      1972        TA        Gd        875
## 2145          80           5      2004        Gd        TA       2000
## 2146           0           5      2002        Gd        TA       1284
## 2147           0           5      2000        Gd        TA       1673
## 2148          70           5      2002        Gd        TA       1459
## 2149          70           5      2003        Gd        TA        992
## 2150          65           5      2002        Gd        TA        860
## 2151          66           5      1998        Gd        TA       1210
## 2152          73           5      1994        Gd        TA       1592
## 2153           0           5      2001        Gd        TA       1531
## 2155          90           5      2002        Gd        TA       1668
## 2156          80           5      1995        Gd        TA       1220
## 2157          36           5      2003        Gd        TA        848
## 2158          73           5      1999        Gd        TA       1341
## 2159          65           5      2003        Gd        TA        847
## 2160          65           5      2003        Gd        TA       1337
## 2162          79           5      2006        Gd        TA        939
## 2163          63           5      2004        Gd        TA       1422
## 2164          65           5      2005        Gd        TA       1190
## 2166          64           5      2006        Gd        TA        738
## 2167          64           5      2005        Gd        TA        768
## 2168          70           7      1965        TA        TA       1214
## 2170          67           6      1963        TA        Gd       1088
## 2171          73           5      1965        TA        TA        960
## 2172          74           6      1925        TA        Gd        901
## 2174          81           5      1990        TA        Gd        816
## 2175          65           6      1976        TA        Fa       1044
## 2176           0           7      1976        TA        Gd       1113
## 2177           0           6      1979        TA        TA       1100
## 2179          60           5      2005        TA        TA       1090
## 2180          60           5      2005        TA        TA        734
## 2183          35           5      2005        TA        TA       1072
## 2184          64           7      1959        TA        TA        960
## 2185          74           3      1955        TA        TA       1152
## 2186          75           5      1954        TA        TA        948
## 2188          70           6      1931        TA        TA        774
## 2189          62           8      1920        TA        TA        740
## 2192          60           5      1955        TA        TA        768
## 2193          60           5      1955        TA        TA        864
## 2194          60           6      1954        TA        TA        948
## 2197          55           7      1923        TA        Gd        900
## 2198          55           5      1926        TA        TA        789
## 2199          54           5      1926        TA        TA       1422
## 2200          51           7      1921        TA        TA        759
## 2201          60           7      1937        TA        TA        981
## 2202          63           8      1930        TA        TA        567
## 2203          53           7      1921        TA        TA        851
## 2204          55           8      1918        Gd        TA        912
## 2205          53           8      1926        TA        TA        686
## 2206          53           5      1941        TA        Gd        918
## 2207          40           6      1913        TA        TA        694
## 2208          53           6      1910        TA        TA        661
## 2209          50           7      1938        TA        Gd        954
## 2210          82           6      1946        TA        TA        979
## 2211          82           6      1949        TA        TA       1001
## 2212          60           7      1927        TA        TA        867
## 2214          86           6      1918        TA        TA       1370
## 2216         110           6      1930        TA        Gd       1230
## 2217           0           7      1932        TA        TA       1096
## 2218          79           5      1941        TA        TA        760
## 2220          61           8      1945        TA        TA       1436
## 2221         110           7      1957        TA        TA       1839
## 2222          75           6      1940        TA        TA        960
## 2224           0           4      1960        TA        Fa       1560
## 2225           0           6      1968        TA        TA       1488
## 2226          24           6      1980        TA        Gd        529
## 2227           0           5      1995        TA        TA       1680
## 2228          35           5      1988        TA        TA       1020
## 2229           0           5      1971        TA        TA       1696
## 2231          70           5      1986        Gd        TA       2726
## 2232          85           7      1919        TA        TA        997
## 2233          50           7      1940        TA        TA        720
## 2234          50           6      1941        TA        TA        803
## 2235          50           7      1925        Gd        Gd        936
## 2236          50           5      1939        TA        TA        772
## 2238          46           7      1922        TA        TA        816
## 2239          59           5      1920        TA        TA       1012
## 2241          75           5      1950        TA        TA        910
## 2247          44           5      2006        Gd        TA       1625
## 2248           0           6      1979        TA        TA       1299
## 2249           0           6      1978        TA        TA        912
## 2250          71           5      1983        TA        Gd       1080
## 2251          80           5      2002        Gd        TA       1392
## 2252          44           5      2002        Gd        TA       1409
## 2253           0           5      1991        TA        TA       1478
## 2254           0           6      1975        TA        TA        918
## 2255          82           6      1974        TA        TA       1026
## 2256          46           6      1987        Gd        TA       1501
## 2257           0           5      1998        Gd        TA       1502
## 2258         115           6      1959        TA        Gd       1328
## 2259         149           8      1958        TA        Gd       2279
## 2262          64           5      2006        Gd        TA       1484
## 2265          42           7      1985        TA        TA       1240
## 2266          44           5      1990        Gd        Gd       1187
## 2267           0           5      1996        Gd        TA        888
## 2268           0           5      2001        Gd        TA       1312
## 2269          73           5      2003        Gd        TA       1146
## 2270          80           5      2002        Gd        TA       1922
## 2271           0           5      1996        Gd        TA       1491
## 2272          85           5      2002        Gd        TA       1629
## 2273           0           5      2003        Gd        TA       1146
## 2274          50           4      1963        TA        TA       1572
## 2277          88           5      2005        Gd        TA       1133
## 2280          62           5      1996        TA        TA        936
## 2281          94           5      1963        TA        TA       1040
## 2282         100           4      1967        TA        TA       1632
## 2283           0           4      1961        TA        Gd       1622
## 2284          44           7      1976        TA        TA       1060
## 2285          44           5      1976        TA        TA       1142
## 2286          21           4      1972        TA        TA        546
## 2287           0           5      1970        TA        TA        530
## 2288          21           6      1970        TA        TA        546
## 2289          21           5      1970        TA        TA        546
## 2290          21           6      1970        TA        TA        630
## 2291          21           3      1976        TA        TA        546
## 2292           0           5      1976        TA        TA       1062
## 2293          72           5      1977        TA        TA       1008
## 2294           0           6      1977        TA        TA       1356
## 2296          68           7      1977        TA        TA        716
## 2297          50           7      1971        TA        TA        796
## 2298          54           7      1970        TA        Gd        768
## 2300          69           6      1982        TA        TA        845
## 2301           0           6      1976        TA        TA       1178
## 2302          76           7      1982        TA        TA        816
## 2303          65           7      1983        TA        TA        816
## 2305          62           6      1984        TA        TA        887
## 2306           0           5      1954        TA        TA       1293
## 2307          85           6      1956        TA        Gd       1024
## 2308           0           5      1957        TA        TA       1797
## 2310          90           6      1969        TA        Gd       1851
## 2311          60           5      1997        TA        TA        813
## 2312           0           5      1997        TA        TA        993
## 2313           0           5      1995        TA        TA        781
## 2314           0           5      1995        TA        TA        691
## 2315          54           5      1996        TA        TA        821
## 2316          70           5      1997        TA        TA        802
## 2319          50           5      2005        Gd        TA       1074
## 2320          72           5      2005        Gd        TA        901
## 2323          68           5      1994        Gd        TA       2079
## 2324           0           6      1993        TA        TA       1169
## 2325           0           5      1993        TA        TA        697
## 2326          63           5      1998        TA        TA        955
## 2327          30           5      1987        TA        TA       1204
## 2328          44           7      1987        Gd        Gd       1064
## 2329           0           5      1985        Gd        TA       1742
## 2338           0           6      1948        TA        TA       1547
## 2339         100           5      1955        TA        TA       1056
## 2340          60           5      2005        Gd        TA       1714
## 2342          90           5      2005        Ex        TA       2000
## 2343          91           7      1984        Gd        TA       1621
## 2344           0           5      1988        Gd        Gd       1377
## 2345           0           7      1977        TA        TA       1468
## 2346           0           5      1976        TA        TA        790
## 2347           0           6      1980        TA        TA       1102
## 2348          80           5      1988        TA        TA       1872
## 2349          81           5      1978        TA        TA        945
## 2350          79           6      1980        TA        Gd       1686
## 2351          80           5      1978        TA        TA       1392
## 2352          85           6      1975        TA        TA        811
## 2353           0           5      1976        Gd        TA       1083
## 2355          81           6      1975        TA        TA       1109
## 2356          78           6      1975        TA        TA       1074
## 2357          78           5      1976        TA        TA        832
## 2358          78           6      1974        TA        TA       1309
## 2359          80           6      1974        TA        TA       1103
## 2362           0           4      1971        TA        TA        858
## 2363          60           4      1971        TA        TA        874
## 2364          26           5      2002        Gd        TA       1419
## 2365          24           5      1973        TA        TA        525
## 2367          21           5      1973        TA        TA        483
## 2368          21           7      1972        TA        TA        494
## 2370          21           7      1972        TA        TA        672
## 2371          21           5      1972        TA        TA        483
## 2372          21           5      1972        TA        TA        525
## 2373          21           5      1972        TA        TA        483
## 2374          53           5      1975        TA        TA       1069
## 2375          65           7      1967        TA        TA       1387
## 2376          68           5      1967        TA        TA        900
## 2377          24           7      1976        TA        TA       1055
## 2378          24           5      1976        TA        TA        855
## 2379         129           5      2004        Gd        TA       1980
## 2382         110           5      2004        Gd        TA       1618
## 2385         120           5      2005        Ex        TA       1868
## 2386          98           5      2004        Gd        TA       1850
## 2388         108           5      2004        Gd        TA       1132
## 2390          80           5      2005        Gd        TA       1038
## 2396          90           5      2003        Gd        TA       1944
## 2399         131           5      2004        Ex        TA       1780
## 2400          72           5      2003        Gd        TA       1792
## 2402          74           5      2005        Gd        TA       1058
## 2403           0           5      2004        Gd        TA       1426
## 2404          43           5      2005        Gd        TA       1364
## 2405          48           5      2005        Ex        TA       1565
## 2410           0           5      2003        Gd        TA       1405
## 2421           0           5      2003        Gd        TA       1557
## 2422           0           5      2003        Gd        TA       1456
## 2423           0           5      2002        Gd        TA       1511
## 2424           0           5      2004        Gd        TA       1414
## 2425           0           5      2004        Gd        TA       1548
## 2428          43           5      2005        Gd        TA       1506
## 2431          60           5      2005        Gd        TA        734
## 2432           0           5      2002        Gd        TA        807
## 2433          74           5      2004        Gd        TA        707
## 2434          59           5      2004        Gd        TA        848
## 2435         106           5      2000        Gd        TA       1454
## 2436          63           5      2003        Gd        TA        807
## 2437           0           5      2000        TA        TA        953
## 2438           0           5      2000        TA        TA       1008
## 2439           0           5      1998        Gd        TA        956
## 2440          58           5      2000        TA        TA        959
## 2442          66           5      1999        Gd        TA       1005
## 2443          82           5      1997        Gd        TA       1407
## 2444          84           5      1998        Gd        TA       1079
## 2445          83           5      2000        Gd        TA       1205
## 2446         118           5      1995        Gd        Gd       1831
## 2447           0           5      2000        Gd        TA       1540
## 2448          78           5      1998        Gd        TA       1086
## 2450          83           5      1995        Gd        TA       1358
## 2451         114           5      1993        Gd        Gd       1933
## 2452           0           5      1994        Gd        TA       1305
## 2453          92           5      1994        Gd        TA       1203
## 2454           0           5      1993        Gd        TA       1565
## 2459          73           5      2005        Gd        TA       1616
## 2466          65           5      2005        Gd        TA        858
## 2469          62           5      2005        Gd        TA       1266
## 2471          74           5      2005        TA        TA       1142
## 2476          65           5      2005        Gd        TA        891
## 2477          74           5      2005        Gd        TA        831
## 2478          70           5      1997        TA        TA        941
## 2479          65           5      1992        Gd        Gd        810
## 2480          70           5      1992        Gd        TA        844
## 2481          50           5      1990        Gd        TA       1398
## 2482          50           5      1991        Gd        TA       1217
## 2483           0           5      1994        TA        TA        636
## 2484           0           4      1966        TA        TA       1056
## 2486          70           4      1962        TA        TA        988
## 2488          68           6      1977        TA        Gd       1286
## 2490          88           7      1977        TA        TA       1212
## 2491           0           5      1965        TA        TA        984
## 2492          65           6      1968        TA        TA        909
## 2493           0           6      1963        TA        TA        925
## 2494           0           6      1965        TA        TA       1024
## 2495           0           6      1965        TA        TA        935
## 2496           0           6      1964        TA        TA        912
## 2497          65           7      1961        TA        TA       1236
## 2498           0           6      1967        TA        TA        941
## 2500         121           5      1991        Gd        TA       1301
## 2501         105           5      1992        Gd        TA       1520
## 2503           0           5      1992        Gd        TA       1166
## 2504          89           5      1994        Gd        TA       1624
## 2505          34           5      2004        Gd        TA       1143
## 2506          37           5      2005        Gd        TA       1247
## 2507          30           5      2005        TA        TA        520
## 2508          24           5      2005        Gd        TA        520
## 2509          24           5      2005        Gd        TA        520
## 2511           0           5      2000        Gd        TA        768
## 2512          35           5      1999        Gd        TA        713
## 2513           0           5      2000        Gd        TA        673
## 2514           0           5      2003        Gd        TA        530
## 2515         114           5      1997        Gd        TA        854
## 2516          60           5      2001        Gd        TA       1568
## 2517          30           5      1995        Gd        Gd       1494
## 2518           0           6      1977        Gd        TA       1208
## 2519           0           5      1980        Gd        TA       1235
## 2520          36           5      1980        Gd        TA       1036
## 2521          40           5      1980        Gd        TA       1226
## 2522          40           5      1978        Gd        TA       1226
## 2523          68           5      1981        Gd        TA       1842
## 2524          79           6      1972        TA        TA       1193
## 2525         102           6      1968        TA        TA       1222
## 2526           0           7      1968        TA        TA       2156
## 2527          90           6      1968        TA        TA        708
## 2528           0           7      1968        TA        TA       1512
## 2530          78           6      1967        TA        TA       1334
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## 2534          72           5      1968        TA        TA        884
## 2536          70           5      1968        TA        TA       1052
## 2537          70           6      1968        TA        TA        898
## 2538           0           5      1966        TA        TA       1051
## 2539          80           7      1967        TA        TA       1141
## 2540          71           8      1965        TA        TA       1200
## 2541           0           5      1971        TA        TA       1097
## 2542           0           6      1961        TA        TA       1050
## 2543          70           5      1958        TA        TA        864
## 2544          70           5      1959        TA        TA       1712
## 2546          80           6      1964        TA        TA       1251
## 2547           0           6      1964        TA        TA       1488
## 2548          85           6      1964        TA        TA        720
## 2549          75           5      1958        TA        Fa       1095
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## 2552          60           8      1934        TA        TA        816
## 2553           0           6      1954        TA        TA       1008
## 2554          68           7      1947        TA        TA       1043
## 2556          51           7      1923        TA        TA        869
## 2557          52           5      1926        TA        Gd        747
## 2558          92           8      1908        TA        TA        936
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## 2563          79           7      1941        TA        TA        958
## 2565          82           6      1954        TA        Gd        936
## 2566           0           5      1967        TA        TA       1584
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## 2569          88           6      1966        TA        TA       1216
## 2572         109           7      1963        TA        TA       1008
## 2573          70           6      1962        TA        TA       1190
## 2574          70           6      1959        TA        Gd       1144
## 2575          70           5      1957        TA        TA       1364
## 2576          80           5      1960        TA        TA       1383
## 2577           0           6      1958        TA        TA       1336
## 2578         125           6      1956        TA        TA       1370
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## 2580          72           6      1956        TA        TA       1124
## 2582           0           5      1979        TA        TA        943
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## 2585          66           6      1952        TA        TA       1008
## 2586          75           6      1951        TA        TA       1575
## 2588          65           5      1956        TA        TA       1005
## 2589          80           6      1955        TA        TA       1056
## 2590          85           6      1951        TA        TA        884
## 2594          50           6      1947        TA        TA        900
## 2596          60           8      1930        TA        Gd        713
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## 2599          60           3      1929        TA        Fa        715
## 2600          60           8      1900        TA        Gd        448
## 2601          60           6      1920        TA        TA       1130
## 2602          60           8      1915        TA        Ex        774
## 2604          60           4      1915        TA        TA        694
## 2608          85           5      1966        TA        TA       1086
## 2609          83           5      1963        TA        TA       1146
## 2610          77           7      1962        TA        TA       1085
## 2611          77           5      1962        TA        TA       1207
## 2613          79           6      1959        TA        TA       1194
## 2615          73           7      1957        TA        TA        816
## 2617          86           5      1959        TA        TA       1472
## 2618           0           8      1962        TA        TA       1900
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## 2623          60           5      1950        TA        TA       1040
## 2624          70           5      1959        TA        TA       1040
## 2625          60           4      1950        TA        TA       1040
## 2626           0           4      1949        TA        TA       1040
## 2627          60           4      1950        TA        TA       1040
## 2628          75           5      1960        TA        TA       1556
## 2629          70           6      1959        TA        TA       1150
## 2630          70           4      1961        TA        TA       1150
## 2631          69           5      1966        TA        TA        660
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## 2633          74           6      1962        TA        TA       1045
## 2634          70           6      1962        TA        TA        864
## 2635          70           5      1962        TA        TA       1025
## 2636          62           8      1900        Gd        Gd       1007
## 2637          57           4      1925        TA        TA        810
## 2638          60           6      1948        TA        TA       1226
## 2639          60           6      1920        TA        TA       1147
## 2640          60           8      1900        TA        TA        940
## 2641          60           7      1925        TA        TA        832
## 2642          58           7      1900        TA        TA        848
## 2643          66           8      1930        TA        TA        502
## 2644          70           8      1930        TA        TA        813
## 2645          56           6      1900        Gd        TA       1084
## 2647          50           7      1925        TA        TA        844
## 2649          60           5      1950        TA        TA        864
## 2650          40           8      1920        TA        TA        734
## 2651          42           5      1905        TA        TA        714
## 2652          50           7      1955        TA        TA        960
## 2653          50           7      1924        TA        Gd        816
## 2654          52           5      1921        TA        TA        492
## 2655          56           7      1945        TA        TA        885
## 2656          49           8      1955        TA        Gd       1163
## 2657          48           4      1920        TA        TA        840
## 2658          69           8      1910        TA        Fa        908
## 2660          60           7      1914        TA        TA        880
## 2661          70           6      1910        TA        TA       1226
## 2662          63           4      1900        TA        TA        889
## 2663          65           6      1916        TA        TA        815
## 2664          60           7      1910        TA        TA        684
## 2665          60           7      1920        TA        TA        998
## 2666          84           5      1923        TA        TA       1200
## 2667          90           9      1892        Gd        Gd       1518
## 2668          33           7      1920        TA        TA        624
## 2669          65           5      1958        TA        TA        960
## 2672          65           5      1939        TA        TA        972
## 2673          69           7      1924        TA        TA       1017
## 2674          50           7      1947        TA        Gd       1004
## 2675          65           7      1939        TA        TA        793
## 2676          52           6      1934        TA        TA        816
## 2677           0           4      1936        TA        TA        896
## 2680          52           5      1947        TA        TA        672
## 2681          52           6      1928        TA        TA       1042
## 2682          51           7      1930        TA        Gd        741
## 2683          50           6      1925        TA        Gd       1103
## 2684          50           7      1921        TA        TA        616
## 2685          58           6      1922        TA        TA       1048
## 2686          50           5      1925        TA        TA        816
## 2687          90           5      1962        TA        TA       1611
## 2688          60           5      1970        TA        TA        960
## 2689          59           8      1910        TA        Gd       1001
## 2690         153           4      1941        TA        TA        693
## 2692          60           8      1910        Fa        Gd        665
## 2694          50           6      1937        TA        TA        780
## 2695          60           6      1938        TA        TA        803
## 2696          60           4      1922        TA        TA       1077
## 2697          60           8      1935        TA        Fa        520
## 2698          60           6      1930        TA        TA        984
## 2699          82           5      1951        TA        Fa       1081
## 2700         120           5      1964        TA        TA       1921
## 2703          55           7      1935        TA        TA       1032
## 2704          50           3      1936        TA        TA        879
## 2705          50           5      2004        TA        TA       1073
## 2706          75           5      1963        TA        TA       1382
## 2707          72           5      1967        TA        TA       1296
## 2708          70           8      1963        TA        TA       1068
## 2709           0           6      1967        TA        TA       1064
## 2711          80           7      1964        TA        Gd        934
## 2713           0           5      1968        TA        TA       1159
## 2714          74           7      1978        TA        TA        672
## 2715           0           5      1967        TA        TA       1458
## 2717           0           6      1978        TA        TA       1040
## 2718           0           4      1977        TA        TA       1967
## 2719          75           4      1977        TA        TA       1949
## 2720           0           5      1958        Gd        Gd       1252
## 2724           0           9      1965        TA        Gd        960
## 2726           0           6      1967        TA        TA       1830
## 2727          87           6      1963        TA        TA       1000
## 2728          81           4      1953        Gd        TA       1304
## 2729          72           7      1971        TA        TA        810
## 2730         100           5      1974        TA        TA        894
## 2731           0           5      1980        Gd        TA        880
## 2733          75           5      1954        TA        Gd       1350
## 2735          78           8      1948        TA        Gd       1112
## 2737         114           7      1928        TA        TA       1337
## 2738          60           8      1935        TA        TA       1836
## 2740          80           6      1952        TA        TA       1488
## 2741          70           8      1955        TA        TA       1057
## 2742          75           4      1954        TA        TA       1216
## 2743          75           5      1953        TA        TA       1068
## 2744          57           7      1952        TA        TA       1148
## 2746          50           3      1948        TA        TA       1002
## 2747           0           5      1985        Gd        TA       1298
## 2749          80           5      1993        Gd        TA       1065
## 2750          73           8      1993        Gd        Gd       1440
## 2759          78           5      2005        Gd        TA       1734
## 2762          78           5      2005        Gd        TA       1614
## 2763          78           5      2005        Gd        TA        784
## 2765           0           5      1964        TA        Gd       1582
## 2766           0           5      1969        TA        TA        988
## 2767          62           5      1975        TA        TA       1533
## 2769          57           5      1996        Gd        TA        914
## 2770          95           6      1996        TA        Gd       1100
## 2771          65           5      1995        Gd        TA        795
## 2772           0           5      1998        TA        TA       1425
## 2773          43           5      1995        TA        TA        990
## 2774          70           5      2000        Gd        TA       1525
## 2775          79           5      1997        TA        Gd       1494
## 2776          78           5      1999        Gd        TA       1588
## 2777          68           5      1999        Gd        TA        856
## 2778          72           5      1999        Gd        TA        951
## 2779          95           5      2002        Gd        TA        920
## 2780          65           5      2002        Gd        TA        936
## 2781         118           5      2001        Gd        TA       1541
## 2782          55           5      1976        TA        TA        954
## 2783          50           6      1977        TA        TA        686
## 2784          42           6      1978        TA        TA       1282
## 2785          69           6      1969        TA        TA        971
## 2786         120           7      1972        TA        Gd        864
## 2788          60           8      1972        TA        TA        864
## 2789           0           5      1993        TA        TA        630
## 2790          90           5      2002        Gd        TA       1091
## 2791           0           5      2002        Gd        TA        878
## 2792          45           5      1999        TA        TA        840
## 2793           0           5      2002        Gd        TA       1358
## 2794           0           5      2001        Gd        TA       1787
## 2795          70           5      2002        Gd        TA        872
## 2796           0           5      2002        Gd        TA       1654
## 2797          67           5      1999        Gd        TA       1090
## 2798           0           5      1996        Gd        TA       1065
## 2799          90           5      1998        TA        TA       1070
## 2800          90           5      1995        Gd        Gd        950
## 2801          75           6      1998        TA        TA       1108
## 2802          70           5      2004        Gd        TA       1836
## 2803          37           5      2003        Gd        TA        848
## 2804          37           5      2004        Gd        TA        848
## 2806          70           5      2003        Gd        TA       1390
## 2807          41           5      2004        Gd        TA        847
## 2808          70           5      2003        Gd        TA       1700
## 2810          70           5      2005        Gd        TA        784
## 2812          89           5      2004        Gd        TA        860
## 2818         134           4      1959        TA        TA       1466
## 2819          67           5      1951        TA        TA       1220
## 2820          38           5      1975        TA        TA       1012
## 2821          35           5      1975        TA        TA        980
## 2823          62           5      2003        Gd        TA        806
## 2824          75           5      2002        TA        TA        914
## 2825          90           5      2003        Gd        TA       1164
## 2826          35           5      2005        TA        TA       1072
## 2834          56           7      1948        TA        Gd        624
## 2835          72           3      1915        TA        Fa        846
## 2837          58           3      1910        TA        Fa        658
## 2838          60           7      1924        TA        Gd        949
## 2839          60           7      1955        TA        TA        864
## 2841          45           7      1918        TA        TA        686
## 2843          60           5      1912        Gd        TA        954
## 2846           0           8      1916        TA        TA        948
## 2847          60           5      1940        TA        TA       1192
## 2848          60           5      1938        TA        TA       1058
## 2850          43           8      1926        TA        TA        743
## 2851          96           5      1914        TA        TA        892
## 2852          69           8      1920        TA        TA        755
## 2853          60           5      1926        TA        Fa       1008
## 2855          54           6      1920        TA        TA        901
## 2856          84           5      1939        TA        TA        992
## 2857          51           4      1941        TA        TA        824
## 2860           0           7      1929        TA        TA        792
## 2861          80           6      1940        TA        TA       1125
## 2862          80           5      1922        TA        TA       1180
## 2863          86           7      1936        Gd        TA       1020
## 2864          81           7      1929        Gd        Gd       1122
## 2865          80           8      1932        TA        TA       1170
## 2866          70           7      1932        TA        TA        959
## 2867          70           7      1930        TA        TA       1104
## 2869          80           6      1977        TA        TA       1647
## 2870          78           7      1950        TA        Gd       1278
## 2871          90           5      1953        TA        TA       1336
## 2872           0           5      1969        Gd        Gd       1844
## 2873          50           6      1942        TA        TA        976
## 2874          50           7      1926        TA        TA        861
## 2876          50           6      1925        TA        TA        641
## 2878          75           5      1957        TA        TA        967
## 2885          44           5      2004        Gd        TA       1646
## 2886          69           6      1979        TA        TA       1625
## 2887          65           5      1978        TA        TA       1664
## 2888          70           5      2001        Gd        TA       1491
## 2889          78           5      1977        TA        TA       1004
## 2890         140           6      1975        TA        TA       1210
## 2891          82           5      1988        TA        TA       1959
## 2892          42           5      1989        Gd        TA       1238
## 2893           0           5      1986        Gd        TA       1295
## 2895           0           6      1981        Gd        TA       1707
## 2896          54           6      1987        TA        TA       1137
## 2897          50           5      1990        TA        TA       1339
## 2898           0           5      1990        TA        TA       1298
## 2899           0           5      2000        Gd        TA       1403
## 2900          85           5      2002        Gd        TA       1800
## 2905          78           5      1997        TA        Gd       1368
## 2906          32           5      1998        TA        TA       1216
## 2907          32           5      1998        TA        Gd       1337
## 2909          41           6      1977        TA        TA        616
## 2910          41           6      1977        TA        TA        925
## 2912          58           7      1968        TA        TA        874
## 2913           0           5      1970        TA        TA       1652
## 2914          21           6      1970        TA        TA        630
## 2915          21           4      1972        TA        TA        546
## 2916          80           5      1969        TA        TA       1360
## 2919          21           5      1970        TA        TA        546
## 2920          21           7      1970        TA        TA        546
## 2922          55           5      1976        TA        TA       1728
## 2923          63           5      1976        TA        TA       1728
## 2924          80           5      1977        TA        TA       1126
## 2926          37           6      1984        TA        TA       1003
## 2927           0           5      1983        TA        TA        902
## 2928          62           5      1992        TA        TA        970
## 2929          77           5      1974        TA        TA       1389
## 2930          74           5      1993        TA        TA        996
##      SecondFlrSF BedroomAbvGr TotRmsAbvGrd GrLivArea MiscVal YearRemodel
## 1              0            3            7      1656       0        1960
## 2              0            2            5       896       0        1961
## 3              0            3            6      1329   12500        1958
## 4              0            3            8      2110       0        1968
## 5            701            3            6      1629       0        1998
## 6            678            3            7      1604       0        1998
## 7              0            2            6      1338       0        2001
## 8              0            2            5      1280       0        1992
## 9              0            2            5      1616       0        1996
## 10           776            3            7      1804       0        1999
## 11           892            3            7      1655       0        1994
## 12             0            3            6      1187     500        2007
## 13           676            3            7      1465       0        1998
## 14             0            2            5      1341       0        1990
## 15             0            1            4      1502       0        1985
## 17           672            4            8      1752       0        2005
## 19             0            2            4       864       0        1951
## 21             0            3            7      1844       0        1977
## 22             0            3            6      1173       0        1974
## 23           860            3            7      1674       0        2000
## 24             0            2            5      1004     700        1970
## 25             0            3            6      1078       0        2008
## 26             0            3            6      1056       0        1968
## 27             0            2            4       882       0        1970
## 28             0            3            5       864       0        1971
## 29             0            2            5      1337       0        1999
## 30           504            2            5       987       0        1971
## 31           567            3            6      1092       0        1971
## 32           567            3            6      1092       0        1971
## 33             0            2            4      1069       0        1977
## 34           601            3            6      1456       0        1975
## 35             0            2            4       836       0        1975
## 36           601            3            7      1456       0        1978
## 38             0            3            7      1704       0        2008
## 42             0            3            7      1698       0        2005
## 43             0            3            8      1822       0        2006
## 44             0            3            7      1535       0        2004
## 47             0            3           10      2696       0        2004
## 48           563            3            7      2250       0        2002
## 49             0            2            6      1752       0        2005
## 50             0            2            6      1370       0        2006
## 51           862            2            6      1626       0        2003
## 52             0            3            6      1324       0        2005
## 53             0            2            6      1145       0        2006
## 54             0            2            6      1269       0        2005
## 55           630            3            7      1374       0        2004
## 56          1100            4            8      1960       0        2002
## 57           886            3            7      1733       0        2004
## 58           656            3            7      1430       0        2000
## 59          1151            3            8      2035       0        2001
## 60          1177            4           10      2599       0        1999
## 61           830            4            7      2475       0        1998
## 62             0            3            7      1720       0        1996
## 63          1122            3            9      2622       0        1995
## 64          1106            4            9      2270       0        2007
## 65           644            4            7      1839       0        1998
## 66          1185            4            9      3238       0        1996
## 67             0            2            6      1595       0        2006
## 69           783            3            7      1547       0        2009
## 70             0            3            7      1566       0        2008
## 71           956            3            8      1947       0        2005
## 72             0            2            6      1468       0        2005
## 73          1128            4            8      2084       0        2004
## 74           828            3            8      1659       0        2004
## 75           888            3            8      2110       0        2002
## 76             0            2            5       923       0        1980
## 77           790            3            8      1845     400        1992
## 78             0            2            5       918       0        1979
## 79             0            2            4       752       0        1984
## 80           730            3            7      1744       0        2003
## 81             0            3            6      1097       0        1985
## 82           676            3            7      1564       0        1981
## 83             0            2            5      1012       0        1950
## 84           584            4            8      1902       0        1978
## 86             0            3            5       894       0        2009
## 87             0            3            5       900       0        1967
## 88             0            3            5      1040       0        1963
## 89             0            3            6      1040       0        2010
## 91           862            3            8      1923       0        1992
## 92          1098            4            9      2349       0        1993
## 93           823            4            7      2225       0        1993
## 94             0            2            6      1488       0        2005
## 95           840            2            3      1680       0        2004
## 96           600            2            4      1200       0        2004
## 97           600            2            4      1200       0        2005
## 98           600            2            4      1200       0        2005
## 99           636            2            4      1236       0        2005
## 101          804            3            5      1573       0        2000
## 102          756            2            5      1512       0        2000
## 103          720            3            6      1416       0        1999
## 104          550            2            4      1080       0        2003
## 106          873            3            7      1848       0        2000
## 107            0            1            3       788       0        1980
## 108            0            1            4      1226       0        1978
## 109          754            3            6      1479       0        2005
## 110            0            3            6      1492       0        2002
## 111            0            4            8      1829       0        1967
## 112         1215            4            9      2495       0        1993
## 113            0            3            6      1610       0        2001
## 114          604            3            7      1891       0        1978
## 115          734            3            7      1714     500        1988
## 116            0            3            5      1381       0        2006
## 117          715            4            7      1645       0        1971
## 118            0            3            6      1232       0        1966
## 119            0            3            6      1328       0        1963
## 120            0            3            6      1225     400        1959
## 121            0            3            6      1209       0        1966
## 122            0            3            6      1510       0        1967
## 123          644            3            8      1775       0        1964
## 124            0            3            6      1152       0        1964
## 127            0            2            5      1078       0        1996
## 129          537            3            6      1556       0        1950
## 130            0            2            4       858       0        2008
## 132            0            3            6      1063       0        1954
## 133            0            3            7      1520       0        1972
## 134            0            2            7      1268       0        1954
## 135            0            2            5      1128    1500        2008
## 136         1169            5           12      2274       0        1960
## 139            0            4            8      1604       0        1958
## 140            0            3            7      1480     300        2009
## 141            0            3            6      1143       0        1959
## 142            0            4            6      1700       0        1959
## 143            0            3            5      1314       0        1957
## 144            0            3            6      1194       0        1959
## 146            0            3            6      1264       0        1960
## 147            0            3            6      1206       0        1959
## 148            0            3            6      1580       0        1959
## 149          505            3            5      1337       0        1956
## 150            0            2            4      1064       0        1952
## 151            0            3            5       972       0        1955
## 154            0            2            4       985       0        1994
## 156            0            3            6      1086       0        2003
## 157            0            2            4       936       0        2000
## 159            0            0            4      1056     600        1980
## 160            0            3            7      1287       0        2006
## 161         1080            5           11      2978       0        2007
## 162          408            3            5      1224       0        2004
## 163            0            3            6      1246       0        1994
## 164          475            4            6      1385       0        1952
## 165            0            3            5       900       0        2000
## 166            0            3            5      1116       0        1962
## 167            0            3            6      1175       0        1960
## 169          788            4            7      1839       0        1966
## 172            0            2            5       936       0        1950
## 173            0            2            5      1028       0        1950
## 174            0            3            6      1347       0        1957
## 175          765            3            8      1605       0        1950
## 176            0            2            4       747       0        1950
## 178            0            3            6      1316       0        2001
## 179          424            3            6      1251       0        2000
## 180          606            3            7      1633       0        2009
## 181          185            3            6      1245       0        1962
## 183            0            2            5       720       0        2003
## 185          686            4            7      1652    1200        1950
## 186         1111            3            7      2268       0        2002
## 188            0            2            6      1236       0        1996
## 189          622            3            6      1363       0        1950
## 190         1044            4           11      2290       0        1950
## 192          582            3            7      1612       0        1997
## 193          908            3            8      2068       0        2005
## 194            0            2            4       765       0        1950
## 196          348            3            6      1196       0        1950
## 198          636            3            6      1416       0        1950
## 199          492            2            5      1040       0        1980
## 200          608            4            7      1536       0        1950
## 201            0            2            5      1068       0        1950
## 202          808            3            9      1710       0        1950
## 203         1074            4            9      1962       0        1950
## 204          780            3            7      1560       0        2009
## 205          662            3            6      1324       0        1993
## 206            0            2            5       816       0        1963
## 208          780            4            8      1812       0        1996
## 209         1196            4           10      2403       0        1950
## 210            0            3            8      1675       0        1959
## 212          180            3            6      1392       0        1950
## 213          319            3            5       919       0        1950
## 215          744            2            7      1680       0        1950
## 216          240            2            6      1020       0        1996
## 217            0            4            8      1832       0        1967
## 218            0            4            8      1768       0        1968
## 219            0            3            6      1039       0        1965
## 221            0            3            5       912       0        1967
## 222            0            3            6      1060       0        2001
## 223            0            3            5       892       0        2008
## 224          689            4            7      1352       0        1969
## 225            0            2            4       864       0        1968
## 226            0            3            5      1373       0        1978
## 227          720            4            7      1440       0        1968
## 229          954            3            7      2260       0        1997
## 230            0            1            4      1483       0        2001
## 231            0            2            4       756       0        1950
## 233          192            0            4      1524       0        1979
## 234          864            4            8      1981       0        1992
## 235          558            4            8      1610     450        1990
## 237            0            3            6      1074       0        1987
## 238            0            3            6      1144       0        1956
## 239            0            3            8      1531       0        1979
## 240            0            3            5      1172       0        1998
## 241            0            3            6      1212       0        2009
## 243            0            3            5      1298       0        1964
## 245          755            3            7      1732       0        1985
## 246            0            1            4      1433       0        1987
## 247          838            3            8      1802       0        1993
## 248          887            3            8      1949       0        1994
## 249            0            2            5       996       0        1992
## 250            0            3            7      1694       0        2008
## 251            0            2            6      1208       0        2006
## 252            0            3            6      1226       0        2009
## 253            0            2            6      1222       0        2010
## 254         1523            5           11      3222       0        1990
## 255          614            3            6      1445       0        1993
## 256            0            3            6      1052       0        1971
## 257            0            2            4       965       0        1996
## 258          800            3            8      1692       0        1998
## 259          878            3            7      1682       0        1998
## 260            0            3            5      1026       0        2004
## 261          703            3            6      1392     450        1977
## 262            0            3            5       894       0        1976
## 263            0            3            5       876       0        1972
## 264            0            3            8      1978       0        2003
## 265            0            3            6      1601    2000        2002
## 266          888            3            7      1829       0        2003
## 267         1054            4            9      2098       0        1997
## 268            0            3            6      1661       0        1998
## 269            0            1            4       848       0        2003
## 270            0            1            3       848       0        2004
## 271            0            3            8      1668       0        2003
## 272            0            3            7      1484       0        2005
## 273            0            3            6      1414       0        2004
## 276            0            4            8      1664       0        1965
## 277            0            3            6      1196       0        1968
## 279            0            3            5      1096       0        1975
## 281            0            3            5       960       0        1958
## 282            0            2            5      1121       0        2004
## 283          689            3            7      1487       0        1950
## 284          252            2            5       924       0        1950
## 286            0            2            5      1296       0        1999
## 287          806            4            6      1647       0        1950
## 288            0            2            5       864       0        1950
## 289          665            3            6      1691       0        1950
## 290            0            2            4       856       0        1950
## 292          772            3            7      1666       0        1950
## 294          908            4            8      2133       0        1985
## 295         1075            5           11      2177       0        1991
## 296         1152            4            9      2340    2500        2006
## 297            0            3            7      1902       0        2002
## 298          756            3            6      1652       0        2007
## 299            0            1            4      1034       0        1989
## 300            0            2            5      1191       0        1989
## 301            0            1            6      1801       0        1997
## 302          358            3            7      1154       0        2007
## 304          380            2            5      1107       0        1975
## 309            0            2            5      1646       0        2005
## 310          880            3            8      1916       0        1999
## 311            0            3            6      1285      80        1977
## 312            0            3            7      1560       0        2003
## 313            0            3            6      1034       0        1976
## 314            0            5            9      2048       0        1976
## 316            0            3            6      1346       0        2008
## 318          700            3            7      1444       0        2007
## 320         1070            4            8      1894       0        2003
## 321          915            4            9      1908       0        2002
## 322            0            3           10      2018       0        2009
## 323            0            2            7      1264       0        1977
## 324            0            3            7      1430       0        2005
## 325          912            4            8      1824       0        1971
## 326            0            3            7      1344       0        1999
## 327          546            3            6      1092       0        1973
## 328            0            2            5       945       0        1973
## 329          576            3            4      1112       0        1976
## 330          546            3            5      1092       0        1970
## 331            0            1            3       630       0        1972
## 332          546            3            5      1092       0        1970
## 333          546            3            5      1092       0        1972
## 334            0            3            5       874       0        2004
## 335            0            3            6      1188       0        1962
## 336            0            2            5       833       0        1984
## 337         1216            4           10      2432     600        1986
## 338          650            3            6      1274       0        1991
## 339          615            5            8      1479       0        1969
## 340            0            3            6      1803       0        1995
## 341          645            3            7      1797       0        1994
## 342            0            2            5       882       0        1956
## 343            0            4            7      1434       0        1974
## 344          704            4            9      2704       0        1995
## 345          663            3            7      1608       0        1997
## 346         1275            4            9      2283       0        2003
## 347          670            3            7      1628     490        1997
## 348            0            3            7      1746       0        2007
## 349          670            3            7      1474     700        1996
## 350            0            1            8      2522       0        2005
## 351            0            2            5      1659       0        2000
## 352            0            2            5      1478       0        1998
## 353            0            2            6      1734       0        1996
## 354          631            3            7      1382       0        1998
## 355          833            3            7      1718       0        1998
## 356          684            3            7      1636       0        1999
## 357          772            3            7      1571       0        1994
## 358          790            3            6      1470     480        1993
## 359          809            3            7      1516       0        1995
## 360            0            3            6      1190       0        1993
## 361          785            3            7      1593       0        1993
## 362          779            3            6      1481       0        1995
## 363            0            3            6      1167       0        1992
## 364          978            3            9      1983       0        1999
## 365            0            3            5      1442       0        1990
## 369            0            3            7      1530       0        2005
## 370          988            3            6      1934       0        1977
## 371         1200            4           10      2353       0        1980
## 372            0            3            7      1586       0        1998
## 373            0            3            6      1411       0        1977
## 374            0            3            8      1602       0        2000
## 376            0            3            7      1671       0        1986
## 377         1134            4            9      2673       0        1991
## 378            0            3            6      1472       0        1980
## 379            0            3            7      1707       0        1998
## 380            0            4            9      2524       0        1981
## 382            0            3            6      1370       0        1976
## 383          780            4            9      1868       0        1976
## 384          868            3            7      1884       0        2003
## 386          816            3            7      1874       0        2001
## 387          839            3            7      1811       0        2002
## 388            0            3            7      1621       0        1975
## 389            0            3            6      1116       0        1974
## 390            0            3            5      1193       0        1975
## 391            0            3            7      1350       0        1974
## 393          896            4            8      1792       0        1974
## 394            0            3            5      1002       0        1970
## 395            0            3            5      1026       0        2005
## 396            0            2            6      1180       0        1970
## 397            0            3            6      1050       0        1971
## 399            0            3            5       864     500        1970
## 400            0            3            5       864       0        1970
## 402            0            3            5       864       0        2006
## 403          504            2            5       987       0        1973
## 406          504            2            5       987       0        1972
## 407          504            2            5       987       0        2007
## 408          672            3            6      1302       0        1972
## 409            0            2            5       958       0        1976
## 410          744            3            7      1548       0        1976
## 411          601            3            7      1456       0        1976
## 412            0            2            4      1055       0        1975
## 413          467            3            6      1322       0        1974
## 414          601            3            6      1456       0        1977
## 415          744            3            7      1548       0        1978
## 416          586            3            7      1441       0        1978
## 417          601            3            6      1456       0        1978
## 418            0            2            5       836       0        1976
## 419            0            3            5       892       0        1967
## 420            0            3            5      1120    1200        2004
## 421            0            3            7      1718       0        2007
## 422          978            4           10      2772       0        2007
## 424            0            2           10      2402       0        2008
## 425            0            2            6      1652       0        2007
## 426            0            3            7      1600       0        2007
## 429         1054            3           10      2184       0        2008
## 430            0            3            7      2020       0        2008
## 432          568            3           10      2296       0        2008
## 433            0            2            8      2674       0        2007
## 435            0            3            7      1736       0        2008
## 436            0            3            7      1782       0        2005
## 437         1012            5           10      2520       0        2007
## 438            0            3            7      1717       0        2006
## 439            0            3            8      1743       0        2008
## 440            0            3            7      1713       0        2005
## 441            0            2            6      1531       0        2006
## 442            0            3            7      1808       0        2008
## 443          762            4           10      2224       0        2005
## 444            0            3            7      1836       0        2005
## 445            0            3            7      1629       0        2004
## 446            0            3            8      1760       0        2004
## 448            0            3            8      2392       0        2003
## 449            0            3           10      2452       0        2003
## 450         1295            4           10      2400       0        2004
## 451            0            3            6      1606       0        2006
## 452            0            2            6      1358       0        2005
## 453            0            1            5      1306       0        2005
## 454            0            1            5      1306       0        2005
## 455            0            2            6      1358       0        2008
## 456            0            2            6      1314       0        2008
## 458            0            3            8      2200       0        2004
## 460            0            2            6      1456       0        2008
## 461            0            3            8      1712       0        2003
## 462            0            2            6      1324       0        2006
## 463            0            2            6      1405       0        2003
## 464          862            2            6      1626       0        2004
## 465          728            3            8      1456       0        2005
## 466          745            3            7      1490       0        2006
## 467          742            3            8      1484       0        2005
## 468          876            3            6      1560       0        2005
## 469            0            2            7      1555       0        2007
## 470            0            1            7      1569       0        2007
## 471            0            2            7      1555       0        2006
## 472            0            1            7      1504       0        2006
## 473            0            2            5      1220       0        2006
## 474            0            2            5      1145       0        2006
## 475          716            3            6      1432       0        2005
## 476         1257            4            8      2267       0        2002
## 477          630            3            6      1374       0        2005
## 478          762            3            7      1630       0        2005
## 479          640            3            7      1419       0        2002
## 480          748            3            7      1594       0        2004
## 481          683            3            8      1489       0        2003
## 482          644            3            7      1342       0        2003
## 483            0            2            6      1314       0        2008
## 484         1276            4            8      2256       0        2000
## 485         1126            4            8      2004       0        2002
## 486         1032            3            7      2054       0        2000
## 487          630            3            7      1374       0        2004
## 488          793            3            7      1800       0        2000
## 489          695            3            7      1514       0        2000
## 490          656            3            7      1430       0        2000
## 491         1089            4            8      2312       0        1999
## 492          783            3            7      1675       0        1999
## 493         1038            3            8      2060       0        1999
## 494          656            3            7      1430       0        1999
## 495         1097            3            8      2365       0        1999
## 496         1304            4            9      2794       0        1996
## 497         1221            4           10      2687       0        2000
## 498         1140            3            7      2450       0        1998
## 499         1336            4            8      2612       0        1999
## 500         1067            3            7      2344       0        1997
## 501            0            3            7      2063       0        1995
## 502         1274            4            9      2646       0        1993
## 503          967            3            7      2061       0        1996
## 504         1017            3            8      2232       0        1994
## 505          762            4            8      2448       0        2005
## 506          871            3            7      1850       0        1994
## 508            0            3            7      1696       0        2008
## 509            0            3            7      1658       0        2008
## 511            0            3            7      1702       0        2007
## 512            0            3            7      1432       0        2006
## 513          858            3            8      1971       0        2005
## 514            0            2            9      2490       0        2006
## 516          804            3            6      1590       0        2008
## 520            0            3            7      1402       0        2008
## 521            0            3            7      1530       0        2008
## 523            0            2            6      1448       0        2007
## 524          981            3           10      2007       0        2008
## 525          886            3            8      1795       0        2006
## 526          871            3            9      1953       0        2006
## 527          438            2            7      1550       0        2007
## 529            0            3            8      1662       0        2007
## 530         1182            4            8      2094       0        2004
## 531            0            2            6      1221       0        2005
## 532            0            3            6      1553       0        2004
## 533          841            3            6      1653       0        2003
## 534            0            3            6      1218       0        2007
## 535            0            3            6      1141       0        2006
## 536            0            3            5      1158       0        2004
## 537          941            3            8      1812       0        2004
## 538            0            3            6      1512       0        2004
## 539            0            2            5      1200       0        2003
## 540            0            3            6      1114       0        2005
## 541            0            3            6      1114       0        2004
## 542            0            3            6      1114       0        2004
## 544         1209            4            8      2122       0        1997
## 546            0            3            6      1434       0        2001
## 547          897            3            6      1730       0        1992
## 548          591            3            6      1217       0        1980
## 549            0            2            5      1332       0        1991
## 550          786            3            6      1540       0        1994
## 551          702            3            6      1400       0        1986
## 552          918            4            8      1882       0        1981
## 553            0            2            4       841       0        1950
## 554            0            2            5       784       0        1950
## 555            0            3            5       980       0        1962
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## 2003         336            2            6      1248       0        1950
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## 2328         703            2            5      1767       0        1987
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## 2339           0            3            5      1056       0        1955
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## 2350           0            3            7      1686       0        1980
## 2351        1392            5           12      2784    2000        1978
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## 2504           0            2            5      1624       0        1995
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## 2528        1142            4            9      2654       0        1984
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## 2639         510            4            9      1657       0        1980
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## 2686           0            2            4       816       0        1950
## 2687         875            5            8      2486       0        1962
## 2688           0            3            6       960       0        1970
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## 2690           0            2            4       693       0        1950
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## 2695         557            2            6      1360       0        1995
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## 2697           0            2            5       754       0        1982
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## 2705           0            2            4      1073       0        2004
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## 2707           0            2            6      1296     500        1967
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## 2729           0            2            4       810       0        1972
## 2730           0            3            5       894       0        1974
## 2731         680            2            7      1700       0        1981
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## 2735         896            3            8      2008       0        2002
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## 2738        1836            5            7      3672       0        1990
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## 2749         846            3            8      1911       0        1994
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## 2759           0            3            7      1734       0        2005
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## 2766           0            1            4       988       0        1969
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## 2770           0            3            5      1100       0        1996
## 2771         704            3            6      1499       0        1995
## 2772           0            3            5      1425       0        1998
## 2773           0            3            5       990       0        1995
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## 2776           0            3            6      1588       0        1999
## 2777         893            3            7      1749       0        1999
## 2778         828            3            7      1779       0        2000
## 2779         941            3            8      1861       0        2002
## 2780         840            3            7      1776       0        2002
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## 2784           0            3            6      1282       0        1978
## 2785           0            3            5       971       0        1969
## 2786           0            3            5       864       0        1972
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## 2789         690            3            5      1320       0        1994
## 2790         898            3            7      1989       0        2002
## 2791         884            3            6      1762       0        2002
## 2792         915            3            7      1755       0        1999
## 2793           0            1            5      1358       0        2002
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## 2795        1037            4            8      1909       0        2002
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## 2803           0            1            4       848       0        2003
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## 2806           0            3            7      1390       0        2003
## 2807        1101            4            8      1948       0        2005
## 2808           0            3            7      1700       0        2003
## 2810         827            3            6      1611       0        2005
## 2812         860            3            7      1720       0        2004
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## 2819           0            2            6      1220       0        1951
## 2820           0            4            4      1012       0        1975
## 2821           0            4            4       980       0        1975
## 2823         918            3            8      1724       0        2004
## 2824           0            2            4       914       0        2002
## 2825        1150            3            9      2314       0        2005
## 2826           0            2            5      1072       0        2005
## 2834         312            3            5       936       0        1950
## 2835         492            3            7      1338       0        1950
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## 2838         272            4            7      1221       0        1950
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## 2847         403            2            6      1595       0        2000
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## 2851         892            4            9      1784       0        1950
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## 2855         901            4            9      1802       0        1950
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## 2860         725            3            7      1517       0        1950
## 2861         592            2            7      1717       0        1950
## 2862           0            2            5      1180       0        1950
## 2863        1037            3            6      2057       0        1987
## 2864         549            4            7      1671       0        1950
## 2865        1175            4            9      2345       0        1950
## 2866         650            3            8      1609       0        1990
## 2867         697            3            8      1801       0        1959
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## 2870        1037            4            9      2315       0        1963
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## 2872           0            3            7      1844       0        1969
## 2873           0            2            5       976       0        1950
## 2874         424            3            6      1285       0        1950
## 2876           0            2            4       641       0        1950
## 2878         671            4            6      1638       0        1957
## 2885           0            2            5      1646       0        2005
## 2886           0            3            6      1625       0        1979
## 2887           0            4           10      1664       0        1978
## 2888           0            3            7      1491       0        2001
## 2889           0            2            4      1004       0        1977
## 2890           0            3            6      1210       0        1975
## 2891           0            5            9      1959       0        1989
## 2892        1281            4            9      2519       0        1990
## 2893           0            2            5      1295       0        1986
## 2895           0            2            6      1707       0        1981
## 2896           0            2            5      1137       0        1987
## 2897           0            2            6      1339       0        1990
## 2898        1216            4            8      2514       0        1991
## 2899           0            2            5      1403       0        2000
## 2900           0            3            7      1800       0        2002
## 2905           0            2            8      1368       0        1997
## 2906           0            2            5      1216       0        1998
## 2907           0            2            5      1337       0        1998
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## 2910         550            4            6      1475       0        1977
## 2912           0            3            5       874       0        2003
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## 2914           0            1            3       630       0        1970
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## 2916           0            3            8      1360       0        1979
## 2919         546            3            5      1092       0        1970
## 2920         546            3            5      1092       0        1970
## 2922           0            4            8      1728       0        1976
## 2923           0            4            8      1728       0        1976
## 2924           0            3            5      1126       0        1977
## 2926           0            3            6      1003       0        1984
## 2927           0            2            5       902       0        1983
## 2928           0            3            6       970     700        1992
## 2929           0            2            6      1389       0        1975
## 2930        1004            3            9      2000       0        1994
##      logSalePrice.1 TotalSqftCalc Style1 Style2
## 1          12.27839          2295      1      0
## 2          11.56172          1508      1      0
## 3          12.05525          2252      1      0
## 4          12.40492          3175      1      0
## 5          12.15425          2420      0      1
## 6          12.18332          2206      0      1
## 7          12.27139          1954      1      0
## 8          12.16264          1543      1      0
## 9          12.37370          2796      1      0
## 10         12.14950          1804      0      1
## 11         12.07767          1655      0      1
## 12         12.12811          2122      1      0
## 13         12.10293          1465      0      1
## 14         12.05234          1978      1      0
## 15         12.26434          2990      1      0
## 17         12.00762          2179      0      0
## 19         11.85652           984      1      0
## 21         12.15478          2549      1      0
## 22         12.04355          2226      0      0
## 23         12.28303          2207      0      1
## 24         11.91170          1582      1      0
## 25         11.91772          1812      1      0
## 26         11.86358          1831      1      0
## 27         11.74404          1764      1      0
## 28         11.65269          1296      1      0
## 29         12.12269          2388      1      0
## 30         11.47210          1143      0      1
## 31         11.56647          1392      0      1
## 32         11.38509          1092      0      1
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  1. The Predictive Modeling Framework A defining feature of predictive modeling is assessing model performance out-of-sample. We will use uniform random number to split the sample into a 70/30 train/test split. With a train/test split we now have two data sets: one for in-sample model development and one for out-of-sample model assessment.

Our 70/30 training/test split is the most basic form of cross-validation. We will ‘train’ each model by estimating the models on the 70% of the data identified as the training data set, and we will ‘test’ each model by examining the predictive accuracy on the 30% of the data. In R will estimate our models using the lm() function, and we will be able to apply those linear models using the R function predict(). You will want to read the R help page for the R function predict(). In particular, pay attention to the newdata argument. Your test data set is your new data.

Show a table of observation counts for your train/test data partition in your data section. dim(my.data)[1] = 2270 dim(train.df)[1]=1594 dim(test.df)[1]=676 dim(train.df)[1]+dim(test.df)[1]=2270

  1. Model Identification by Automated Variable Selection Create a pool of candidate predictor variables. This pool of candidate predictor variables needs to have at least 15-20 predictor variables, you can have more. The variables should be a mix of discrete and continuous variables. You can include dummy coded or effect coded variables, but not the original categorical variables. Include a well-designed list or table of your pool of candidate predictor variables in your report. NOTE: If you need to create additional predictor variables, then you will want to create those predictor variables before you perform the train/test split outlined in (2). Also note that we will be using our two variables QualityIndex and TotalSqftCalc in this section.
library('fastDummies')
subdata <- dummy_cols(subdata, select_columns = c('Neighborhood','Zoning'),
           remove_selected_columns = TRUE)
subdata
##      TotalFloorSF HouseAge QualityIndex price_sqft SalePrice LotArea BsmtFinSF1
## 1            1656       50           30  129.83092    215000   31770        639
## 2             896       49           30  117.18750    105000   11622        468
## 3            1329       52           36  129.42062    172000   14267        923
## 4            2110       42           35  115.63981    244000   11160       1065
## 5            1629       13           25  116.57459    189900   13830        791
## 6            1604       12           36  121.88279    195500    9978        602
## 7            1338        9           40  159.56652    213500    4920        616
## 8            1280       18           40  149.60938    191500    5005        263
## 9            1616       15           40  146.34901    236500    5389       1180
## 10           1804       11           35  104.76718    189000    7500          0
## 11           1655       17           30  106.28399    175900   10000          0
## 12           1187       18           42  155.85510    185000    7980        935
## 13           1465       12           30  123.13993    180400    8402          0
## 14           1341       20           35  127.88963    171500   10176        637
## 15           1502       25           40  141.14514    212000    6820        368
## 16           1752       22           56   93.60731    164000   12134        427
## 17            864       59           20  163.19444    141000   19138        120
## 18           1844       33           36  103.03688    190000   11751        705
## 19           1173       36           42  144.92754    170000   10625        885
## 20           1674       10           35  129.03226    216000    7500        533
## 21           1004       40           42  148.40637    149000   11241        578
## 22           1078       39           30  139.05380    149900   12537        734
## 23           1056       42           30  134.46970    142000    8450        775
## 24            882       40           20  142.85714    126000    8400        804
## 25            864       39           20  133.10185    115000   10500        432
## 26           1337       11           35  137.62154    184000    5858       1051
## 27            987       39           30   97.26444     96000    1680        156
## 28           1092       39           25   96.61172    105500    1680        300
## 29           1092       39           30   80.58608     88000    1680          0
## 30           1069       33           30  119.27035    127500    4043        360
## 31           1456       35           36  102.95330    149900    2280        514
## 32            836       35           42  143.54067    120000    2280          0
## 33           1456       32           30  100.27473    146000    2280        311
## 34           1704        3           40  179.57746    306000   11478       1218
## 35           1698        5           45  161.95524    275000   11520        110
## 36           1822        5           40  142.15148    259000   14122         28
## 37           1535        6           35  139.41368    214000   10171          2
## 38           2696        7           45  185.45994    500000   14300       1373
## 39           2250        8           40  142.22222    320000   13650        578
## 40           1752        5           45  182.59132    319900    7658        456
## 41           1370        4           40  149.63504    205000    7132         24
## 42           1626        7           35  107.93358    175500    2628          0
## 43           1324        5           30  150.67976    199500   18494          0
## 44           1145        4           35  139.73799    160000    3203         16
## 45           1269        6           40  151.30024    192000    3182         24
## 46           1374        6           35  134.27948    184500   13300        326
## 47           1960        8           30  110.45918    216500    7851        625
## 48           1733        6           35  106.80208    185088    8577          0
## 49           1430       10           35  125.87413    180000    7750        250
## 50           2035        9           35  109.33661    222500    9505          0
## 51           2599       11           45  128.19084    333168   14774          0
## 52           2475       12           40  143.43434    355000   17433          0
## 53           1720       14           35  151.39535    260400   10593        919
## 54           2622       16           40  123.95118    325000   12256       1032
## 55           2270       11           56  127.75330    290000   11764        524
## 56           1839       12           35  120.17401    221000   16770          0
## 57           3238       15           40  126.62137    410000   14720        816
## 58           1595        5           40  138.87147    221500    8987          0
## 59           1547        1           35  139.10795    215200    8640         24
## 60           1566        2           40  167.62452    262500    9000       1078
## 61           1947        6           35  130.91936    254900   12552        222
## 62           1468        5           30  184.94550    271500   10440       1414
## 63           2084        6           35  111.80422    233000   10142        656
## 64           1659        6           35  109.10187    181000   11920          0
## 65           2110       16           35   97.15640    205000    8880        695
## 66            923       30           30  154.92958    143000    8012        543
## 67           1845       18           30  102.43902    189000   11218          0
## 68            918       31           30  108.38780     99500    7892          0
## 69            752       26           30  166.22340    125000    7175        623
## 70           1744       17           49  111.52523    194500    9453        402
## 71           1097       26           30  138.55971    152000    9672        338
## 72           1564       30           36  109.33504    171000    8400          0
## 73           1012       90           25   66.69960     67500    9800          0
## 74           1902       32           30   58.88538    112000    8930          0
## 75            894       45           40  154.92170    138500    8450        553
## 76            900       43           25  135.55556    122000    9819        450
## 77           1040       47           25  127.88462    133000    7500        824
## 78           1040       48           40  122.11538    127000    6897        659
## 79           1923       18           35   98.80395    190000   10186        674
## 80           2349       17           40  154.32099    362500   13143        250
## 81           2225       18           40  128.08989    285000   11134       1129
## 82           1488        6           35  174.73118    260000    4835       1298
## 83           1680        6           35  113.09524    190000    3515          0
## 84           1200        6           35  129.16667    155000    3215        280
## 85           1200        6           35  125.83333    151000    3182          0
## 86           1200        6           35  124.58333    149500    2544        368
## 87           1236        5           30  122.97735    152000    2544        376
## 88           1573       10           30  112.84170    177500    2117        378
## 89           1512       10           30  117.06349    177000    2980        466
## 90           1416       11           35  109.46328    155000    2572        604
## 91           1080        7           35  136.21296    147110    2403        244
## 92           1848       10           40  137.44589    254000    7379        484
## 93            788       30           40  196.70051    155000    4420        728
## 94           1226       32           48  168.02610    206000    3880       1052
## 95           1479       34           48   88.23529    130500   13517        533
## 96           1492        8           35  154.15550    230000    8000        833
## 97           1829       43           36  119.46419    218500   10456        506
## 98           2495       17           30   97.59519    243500   10791       1137
## 99           1610       33           42  127.32919    205000   10603       1200
## 100          1891       32           30  112.37441    212500   18837        687
## 101          1714       22           35  114.64411    196500   10421        394
## 102          1381       38           42  143.01231    197500    9360        982
## 103          1645       39           36  103.95137    171000    9600        329
## 104          1232       44           25  115.46266    142250    9600        698
## 105          1328       47           30  107.68072    143000    9790        569
## 106          1225       51           20  105.26531    128950    9320        569
## 107          1209       44           25  131.51365    159000    9900       1059
## 108          1510       43           30  118.47682    178900    9680       1010
## 109          1775       46           30   76.78873    136300   10600          0
## 110          1152       46           35  156.68403    180500   14112       1014
## 111          1078       60           30  131.84137    142125    9717         49
## 112          1556       61           36  110.86118    172500   17360        300
## 113           858       52           35  135.78089    116500    7207        696
## 114          1063       56           25  120.41392    128000    9920        354
## 115          1520       55           36  100.65789    153000    9600        674
## 116          1268       56           30  104.10095    132000    7800        540
## 117          1128       44           48  157.80142    178000   11380        944
## 118          2274       50           25   67.85400    154300   11600        443
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## 780          1978        2           45  214.86350    425000   12633       1640
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## 782          1204       11           30  134.55150    162000    4500        866
## 783          1224       10           30  134.80392    165000    4500        883
## 784           988       36           20   92.10526     91000    1596        462
## 785           874       41           30  148.74142    130000    9858        510
## 786           630       39           32  136.50794     86000    1526        515
## 787          1404       40           25  113.96011    160000   13383        594
## 788           630       39           16  126.98413     80000    1477        509
## 789          1344       39           24   72.17262     97000    1533          0
## 790          1092       39           16   80.58608     88000    2217        273
## 791           796       37           40  165.70352    131900    7689        720
## 792          1091       16           30  120.30247    131250    7706        114
## 793          1110       31           30  149.09910    165500    9101       1097
## 794           833       24           25  134.45378    112000    8780        625
## 795           883       17           30  168.74292    149000    7669        718
## 796          1362       16           25  104.99266    143000   14115        732
## 797          1287       17           25  101.01010    130000   10429        330
## 798          1567       32           30  125.07977    196000    9819       1567
## 799          1632       40           35  106.00490    173000   10457        496
## 800          2117       38           42  112.18706    237500   12925        865
## 801          2112       39           30   97.96402    206900   11075        500
## 802          1604       11           30  116.89526    187500    8702        706
## 803          1470       13           30  112.24490    165000    8139        476
## 804          1604       10           30  121.88279    195500    9535        851
## 805          1638       10           30  117.21612    192000    9042        828
## 806          1636       12           30  105.74572    173000   15038        138
## 807          1384       12           25  128.54046    177900   14137        450
## 808          1446       12           35  121.02351    175000   21872        604
## 809          1593        7           40  179.53547    286000    4923       1153
## 810          1337       15           40  134.62977    180000    5395        733
## 811          1280       16           40  140.62500    180000    5070          0
## 812          1604       11           30  112.84289    181000   10839          0
## 813          1633       10           30  112.06369    183000   11184          0
## 814          1658       13           30  113.38963    188000    8000        219
## 815          1895       14           35  102.63852    194500   10832          0
## 816          1709       17           30  108.25044    185000   14067        504
## 817          1228       20           40  153.90879    189000    4671        767
## 818          1337       19           40  140.98728    188500    5950        319
## 819          2500        3           40  142.00000    355000   13543         16
## 820          2504        3           45  129.79233    325000   11198          0
## 821          1884        4           45  205.41401    387000   15401       1337
## 822          1710        1           45  195.32164    334000    8118       1034
## 823          1488       58           30   89.38172    133000   47280          0
## 824          2093       22           42  102.72336    215000   20544          0
## 825          1688       20           42  134.18246    226500   12680        983
## 826          1422       27           36  123.41772    175500   12090        588
## 827          1260       25           49  144.36508    181900   10825        747
## 828          2064       30           35  113.85659    235000   18559       1206
## 829          1782       29           35  123.45679    220000   14450        864
## 830          2872       31           42   94.70752    272000   12227        896
## 831          1211       32           30  132.94798    161000   13068        890
## 832          1308       39           30  112.30887    146900    9743        280
## 833          1444       32           30  110.73407    159900   10400          0
## 834          1964       32           42  104.37882    205000   10480        403
## 835          1178       35           30  133.27674    157000   10000       1084
## 836          2340       12           40  130.76923    306000   14311       1023
## 837          1792       34           25   74.21875    133000    9000          0
## 838          1054       39           48  143.26376    151000    9750        602
## 839           936       39           24  119.55128    111900   10295        252
## 840           864       37           25  142.36111    123000    7560        119
## 841           864       36           20  128.76157    111250   12735        600
## 842           987       35           30  104.76190    103400    1680        458
## 843           987       35           30  101.31712    100000    1680        330
## 844           987       36           36  101.82371    100500    1890        483
## 845           987       38           36  107.39615    106000    1869        321
## 846           987       37           18   90.67882     89500    1680        358
## 847          1302       36           25   85.82949    111750    1680        350
## 848          1456       33           36   98.21429    143000    2308        286
## 849          1055       31           42  140.75829    148500    2529        378
## 850           892       42           25  123.31839    110000    9477        340
## 851          2464        1           40  169.43994    417500   13693       1728
## 852          1950        1           45  196.41026    383000   14418       1375
## 853          2790        3           50  164.87455    460000   12539       1082
## 854          2331        3           45  162.59116    379000   12151       1249
## 855          2088        1           40  119.73180    250000    8899         40
## 856          2332        4           40  135.50600    316000   10574        856
## 857          2470        5           50  248.98785    615000   12720       2257
## 858          2668        5           45  154.61019    412500   13688       1016
## 859          2046        5           35  138.80743    284000   10625        866
## 860          1575        5           40  180.31746    284000   10845       1149
## 861          2649        7           40  159.02227    421250   16900       1075
## 862          2690        5           40  137.54647    370000   16451          0
## 863          1367        3           35  140.45355    192000   12304         20
## 864          1518        5           40  180.50066    274000   12677       1218
## 865          1684        3           45  157.95724    266000    8849         28
## 866          1342        2           40  174.55291    234250    6240        846
## 867          1342        2           40  163.56185    219500    6240         24
## 868          1626        5           35   95.32595    155000    2448          0
## 869          1626        5           35   94.71095    154000    2448        573
## 870          1358        4           35  152.43004    207000    8198        720
## 871          1455        5           35  134.02062    195000    3940       1073
## 872          1576        4           35  139.58756    219990    3940       1087
## 873          1504        3           35  126.99468    191000    3182         16
## 874          1266        1           35  126.29937    159895    3182          0
## 875          1515        4           30  118.15182    179000    9024          0
## 876          1593        4           30  121.15505    193000    7415        759
## 877          1166        3           35  162.95026    190000    9587        655
## 878          1456        3           30  120.87912    176000    8029          0
## 879          1720        6           35  109.30233    188000    8010          0
## 880          1986        5           35  107.25076    213000    8396          0
## 881          1792        8           30  104.07366    186500   10261          0
## 882          1892        8           35  119.84672    226750    8220        544
## 883          1490        4           35  123.48993    184000   15384        724
## 884          1414        6           35  124.46959    176000    7750          0
## 885          2322        9           35   96.89922    225000   12460        870
## 886          1651        9           35  112.59843    185900    8390          0
## 887          2199       11           40  129.37699    284500    9660          0
## 888          2630       10           40  119.77186    315000    9200        986
## 889          2198        8           40  113.73976    250000   14260        655
## 890          2172        8           45  133.97790    291000   11000          0
## 891          2006       10           40  174.47657    350000   11675       1660
## 892          2125       12           35  131.52941    279500   10990        851
## 893          2501       13           56  115.95362    290000   11929          0
## 894          2113       13           48  165.64127    350000   10437       1696
## 895          2418       15           35  141.02564    341000   10542       1173
## 896          2197       15           35  130.86026    287500   10010        228
## 897          2127       14           35  127.40950    271000   10944       1000
## 898          1987       14           40  151.73629    301500   14303       1314
## 899          1933        1           30  110.70874    214000   14598          0
## 900          1574        2           40  147.39517    232000   11957         24
## 901          1578        2           35  152.09125    240000   13253       1096
## 902          1563        1           40  156.74984    245000   10206         33
## 903          1861        1           40  138.09780    257000    9801          0
## 904          1460        2           40  169.17808    247000   10037        666
## 905          1768        3           35  128.22398    226700    9803        400
## 906          1992        5           40  125.50201    250000    9375          0
## 907          1958        3           35  127.68131    250000   10625          0
## 908          1665        1           42  123.69369    205950    8125          0
## 909          1660        1           40  154.21687    256000   10625          0
## 910          1728        5           30  120.08102    207500    8791        503
## 911          1080        4           35  130.55556    141000    7500        680
## 912          1696        5           30  110.84906    188000   10110         80
## 913          1663        5           35  115.75466    192500   12774          0
## 914          1175        3           30  124.25532    146000   13072         80
## 915          1114        4           25  142.72890    159000   13695        646
## 916          1114        5           30  139.13824    155000   13695        814
## 917          1640        4           30  105.48780    173000    8366          0
## 918          1162        1           35  146.29948    170000    9260          0
## 919          1609       13           30  113.11374    182000    8453        362
## 920          1680       15           30   97.02381    163000    8480        602
## 921          1679       14           30  115.24717    193500    8125       1138
## 922          1657       14           35  114.06156    189000   14565        537
## 923          1677        7           30  113.59571    190500    8450        472
## 924          1737       16           35  100.74842    175000    8285        397
## 925          1294       17           30  138.48532    179200    7153       1200
## 926          1710       15           30  109.35673    187000    9291        426
## 927          1617       15           30  119.35683    193000    8012        165
## 928          1199       15           30  128.35696    153900    7892        300
## 929           984       45           25  130.08130    128000    9100         53
## 930           912       46           30  157.89474    144000   12968        737
## 931           864       47           40  156.25000    135000    8100        764
## 932           890       40           25  129.21348    115000    8450        890
## 933           912       47           48  155.70175    142000    6768        832
## 934          1430       34           30  134.26573    192000   19508        800
## 935          1641       36           20   85.31383    140000   10759        190
## 936          2683       18           30  108.08796    290000    9205        704
## 937          2786       15           45  133.70424    372500   11025        520
## 938          1391        4           35  140.90582    196000    4282         16
## 939          1250        2           35  137.52000    171900    4017          0
## 940          1245        4           35  142.97189    178000    3435         24
## 941          1200        3           30  137.50000    165000    3180        390
## 942          1501        9           35  119.52032    179400    2280        549
## 943          1549        9           30  111.62040    172900    2280        550
## 944          1638        8           45  183.15018    300000    4765       1027
## 945          1310        7           45  217.55725    285000    4538       1004
## 946          1419        7           45  204.36927    290000    4385        964
## 947          1557        9           45  195.88953    305000    4109       1141
## 948          1252        9           35  127.79553    160000    2160        510
## 949          1404        9           35  121.08262    170000    2160        600
## 950          1789        7           35  124.65064    223000   10646        681
## 951          1586        9           40  107.18789    170000    2645        612
## 952          1607        9           40  124.45551    200000    2645        813
## 953          2393       10           50  144.17050    345000    3951        128
## 954          1288       12           40  190.60559    245500   14963        786
## 955          1239       13           40  175.54479    217500   11064        560
## 956          1719       15           40  188.48168    324000   10846       1619
## 957          1232       24           36  131.89935    162500   11120        660
## 958          2944       31           27   50.95109    150000   24572        410
## 959          1671       32           72  173.54877    290000   16280       1044
## 960          1812        6           35  113.13466    205000    7500          0
## 961          1682       38           42  103.44828    174000   10400          0
## 962          1427       39           36  128.24107    183000   11104        828
## 963          1740       40           30   86.20690    150000   11050        301
## 964          1620       41           49  132.71605    215000   15387        603
## 965          1625       43           30   86.46154    140500    9750          0
## 966          2614       34           42   91.81331    240000   10800        956
## 967          1464       40           30   96.31148    141000    8814        732
## 968           912       43           40  161.18421    147000    8872        595
## 969           925       43           35  145.94595    135000    8125        260
## 970          1728       43           25   83.91204    145000   11072          0
## 971          1728       43           25   82.52315    142600   13101        231
## 972          1656       35           25   81.52174    135000    9246          0
## 973          1670       37           42  101.79641    170000   13355        583
## 974          2715       32           72  110.42357    299800    8963        575
## 975          1876       34           36   98.61407    185000    9120        442
## 976          1632       42           48  106.00490    173000    9130        400
## 977           999       47           63  178.57858    178400   12122        867
## 978          1978       40           35   88.97877    176000    9900        552
## 979          1014       52           25   96.64694     98000    7785          0
## 980           907       51           24  120.18523    109008    8593        288
## 981           952       52           28  142.59454    135750    8475        228
## 982          1128       45           30  137.41135    155000    8700        776
## 983          1425       44           30  126.66667    180500   10175        490
## 984          1165       42           42  150.12876    174900    9020        312
## 985          1136       43           36  123.23944    140000    9200        892
## 986          1092       44           42  132.78388    145000    8250        787
## 987          1265       43           40  142.21344    179900    9350        633
## 988          1350       44           30  124.81481    168500    9020        624
## 989          1053       49           35  138.17664    145500   10007        806
## 990          1252       49           36  113.41853    142000   10721          0
## 991          1100       48           20  128.18182    141000   12493        419
## 992          1118       48           35  136.85152    153000   11332        528
## 993           720       59           18  100.69444     72500    6627          0
## 994          1077       69           30  109.56360    118000    7420        851
## 995           906       71           28   96.02649     87000    4882        120
## 996          1496       48           30   94.58556    141500    9600        658
## 997          1337       58           40  105.83396    141500    9600         32
## 998          1661       53           36   99.63877    165500    9600        831
## 999          1036       55           25  108.97683    112900    7584        531
## 1000         1820       43           42  110.87912    201800   13700        454
## 1001         1362       47           30  119.67695    163000   10197        288
## 1002         1144       47           30  122.33392    139950    7875        572
## 1003         1431       46           30  115.30398    165000    9150        371
## 1004         1988       42           42  114.18511    227000   14670        575
## 1005         1098       53           35  122.95082    135000    7390        902
## 1006         1144       45           25  108.39161    124000    9204         25
## 1007         1283       46           35  109.11925    140000    7763        504
## 1008         1176       51           20  116.07143    136500    8856        621
## 1009         1440       49           35  128.47222    185000    9840       1053
## 1010         1261       50           36  129.26249    163000    9120        662
## 1011         1570       50           36  106.24204    166800   13200        958
## 1012         1196       52           30  116.22074    139000    9000        616
## 1013         1392       51           30  119.25287    166000   11900       1040
## 1014         1080       50           42  125.92593    136000    9464        570
## 1015         1104       52           25  120.47101    133000   10425        774
## 1016          882       56           30  131.51927    116000   11556        148
## 1017         1152       55           30  119.35764    137500    9373        500
## 1018          950       55           25  136.84211    130000   12774        624
## 1019         1790       51           30  100.55866    180000   14250          0
## 1020         1824       51           25   80.04386    146000   12436          0
## 1021          869       60           24  103.45224     89900   10122          0
## 1022         1159       83           40   98.36066    114000    7506          0
## 1023         1558       63           30   89.85879    140000   10930        580
## 1024          672       68           28  129.31548     86900    5400          0
## 1025         1436       86           25   96.79666    139000   10836          0
## 1026         1294      108           28   82.10974    106250   10800          0
## 1027         1716       46           36   99.65035    171000    9247        319
## 1028         1044       40           30  133.14176    139000   10180        744
## 1029         1312       50           49  141.76829    186000   11355        637
## 1030         1253       48           30  125.29928    157000   10920        733
## 1031         1081       48           36  136.91027    148000   12929        697
## 1032         2069       48           49  116.96472    242000   27650        425
## 1033          910       55           35  127.47253    116000    8892          0
## 1034         1256       49           30  126.59236    159000    8000        476
## 1035         1027       46           25  122.59007    125900    8000        520
## 1036         1269       48           30  122.14342    155000    7931        374
## 1037         1320       60           36  104.54545    138000    8064        315
## 1038          984       54           42  114.32927    112500    6390          0
## 1039          832       54           36  126.80288    105500    7227          0
## 1040         1278       54           30   99.76526    127500    7200        673
## 1041         1588       53           30   94.45844    150000    7200        370
## 1042          825       54           35  132.72727    109500    7200          0
## 1043         1796       45           30   77.95100    140000    7056        400
## 1044         1611       44           36  104.22098    167900    9760        674
## 1045         1117       45           25  122.53357    136870    7590          0
## 1046          764       83           25   95.54974     73000    5232          0
## 1047         1539      104           40  102.33918    157500   10440          0
## 1048         1323       60           35   92.66818    122600    9184          0
## 1049         1360       98           25   81.61765    111000    4800          0
## 1050          672       68           20   95.23810     64000    4800          0
## 1051         1456       93           42   95.81044    139500    6000          0
## 1052         1486       98           24   79.40781    118000   11426          0
## 1053         1740       88           25   70.25862    122250    7308        360
## 1054         1027       88           42  116.84518    120000    5400          0
## 1055         1436       68           36  107.93872    155000   10800        590
## 1056          899       98           30   86.76307     78000    6756          0
## 1057         1080      118           45   87.96296     95000    5914          0
## 1058         1122       60           35  131.01604    147000   12000        144
## 1059         1499       62           30   93.39560    140000    9000        445
## 1060          928       51           30  121.22845    112500    6000        308
## 1061          901       54           28  119.75583    107900    6000          0
## 1062         3493      128           63   84.45462    295000   18386          0
## 1063         1627      108           25   85.74063    139500    9142          0
## 1064         1416       93           40  108.68644    153900   12665          0
## 1065         1450       88           56   91.03448    132000    5350        116
## 1066         1017      108           35  112.09440    114000    9143          0
## 1067         2350       88           25   55.31915    130000    9600        234
## 1068         2058       91           30   62.92517    129500    9600        319
## 1069         1540      103           45   84.02597    129400    6000          0
## 1070         1378       80           63  116.83599    161000    9600        141
## 1071         1912      103           42   85.25105    163000   10800          0
## 1072         1484       94           36   86.25337    128000    6300          0
## 1073         2153      136           40   56.66512    122000    5250        259
## 1074         1111       82           49  105.22052    116900    5700          0
## 1075         2775      115           90  117.11712    325000   13500          0
## 1076         2495      118           49   73.74749    184000   10800          0
## 1077          984       49           30  111.78862    110000    9750        200
## 1078         1795       54           25   73.25905    131500   12150          0
## 1079          882       52           25  109.97732     97000   12702          0
## 1080         1093       50           24  105.67246    115500    8516          0
## 1081         1143       80           35  120.73491    138000    7111        406
## 1082          779       78           30  102.05392     79500    9100          0
## 1083         1738       73           25   88.03222    153000    7010        175
## 1084          784       84           30  139.66837    109500    6130        784
## 1085         1210       67           35  102.47934    124000    5000        600
## 1086         1290      108           54   82.86822    106900    5870          0
## 1087         1672       68           42   98.62440    164900    6000        521
## 1088          949       84           35  125.39515    119000    6000          0
## 1089         1158       79           42  103.62694    120000    6000          0
## 1090         1497       71           42  104.87642    157000    6000        201
## 1091         1342       69           30   78.24143    105000    6000        264
## 1092         1013       82           42  111.54985    113000    5000          0
## 1093         1216       88           35   94.57237    115000    5520         68
## 1094         1136       79           28  108.27465    123000    6240         80
## 1095         1573       78           35  103.56008    162900    6240          0
## 1096         1902       85           25   64.93165    123500    6120        203
## 1097         1362       88           48   93.97944    128000    6155          0
## 1098          520       81           24  131.73077     68500    6324          0
## 1099         1848       85           42  112.01299    207000   13053          0
## 1100         1820       83           42  101.09890    184000    9120        329
## 1101         1716       93           24   94.69697    162500    9144          0
## 1102         1505       68           25   96.34551    145000    9144        399
## 1103          838       90           42  155.13126    130000   10267        210
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## 1424         1830        1           40  120.92896    221300    8778          0
## 1425         1959        1           40  137.82542    270000    9000          0
## 1426         1656        1           40  150.78502    249700   11096         24
## 1427         1685        1           40  150.14837    253000   11824          0
## 1428         2466        3           40  137.87510    340000   11143          0
## 1429         1143        1           35  128.60892    147000    7500          0
## 1430         1094        4           25  136.19744    149000   12450        729
## 1431         1486        1           35  121.80350    181000    7441          0
## 1432         1721       13           30  116.79256    201000    8462        814
## 1433         1820       14           30  105.35714    191750   11613        480
## 1434         1349        7           35  132.69088    179000    8450          0
## 1435         1494        9           35  143.90897    215000   16196       1443
## 1436         1575       15           30  113.77778    179200    8012        430
## 1437         1266       27           30  101.10585    128000    8012          0
## 1438          884       24           35  162.89593    144000    9180        747
## 1439         2020       30           25   71.28713    144000    8400          0
## 1440          894       30           25  135.06711    120750    6285        138
## 1441          970       44           30  136.59794    132500    8480        630
## 1442         1057       45           25  124.88174    132000    7420        417
## 1443          999       45           35  132.63263    132500    7758        588
## 1444         1120       46           20  115.17857    129000    6970        932
## 1445         1040       39           35  139.42308    145000    7476        812
## 1446          988       46           25  130.06073    128500    9945        827
## 1447          902       40           30  139.13525    125500    6173        599
## 1448         2503       17           35  119.85617    300000   19522        727
## 1449         2167       33           49  135.67144    294000   17542        125
## 1450         1037       33           25  124.39730    129000   10751        787
## 1451         2810       17           40  107.47331    302000    9572        482
## 1452         2872       15           40   99.23398    285000   10678        700
## 1453         1378        3           40  155.29753    214000    4379        851
## 1454         1501        8           30  117.58827    176500    2280        565
## 1455         1458        8           30  120.71331    176000    3230        419
## 1456         1512        7           30  111.44180    168500    2117        420
## 1457         1573        7           30  112.52384    177000    2117        417
## 1458         1525        7           30  116.06557    177000    2117        436
## 1459         1102        3           35  135.02722    148800    5105        239
## 1460         1441        8           40  120.74948    174000    2645          0
## 1461         1950       10           35  122.56410    239000    7399        649
## 1462         1358        8           35  150.22091    204000    7321          0
## 1463         2048        4           40  146.97266    301000    8010        964
## 1464         2362        9           40  132.30313    312500    8413        901
## 1465         1494       13           40  187.21553    279700    9466        457
## 1466         2362       27           42  107.95936    255000   12000       1732
## 1467         1432       29           35  135.47486    194000   16157        680
## 1468         1437       31           40  151.70494    218000   10768       1157
## 1469         1295       29           48  165.05792    213750    3840        881
## 1470         1855       31           42  100.80863    187000    9600          0
## 1471         1262       31           48  143.81933    181500    9600        978
## 1472         2497       26           40  149.37926    373000   17778       1632
## 1473         2620       30           25   72.51908    190000   18890        498
## 1474         1929        6           35  117.15915    226000    7050        738
## 1475         1152       39           36  124.52257    143450   11700          0
## 1476         2411       37           36   99.56450    240050    8000        915
## 1477         1082       38           36  150.18484    162500    8723        973
## 1478         1295       39           30  126.64093    164000   11700        910
## 1479         1610       35           49  114.90683    185000   11358        346
## 1480         1594       14           42  118.25596    188500    9547          0
## 1481         2075       14           42  122.89157    255000   10530        819
## 1482         1680       31           30   81.49107    136905   11500          0
## 1483         1093       41           42  145.01372    158500   10738        792
## 1484         1242       34           42  141.30435    175500    9600        916
## 1485         1052       44           30  120.72243    127000   10800        617
## 1486         1107       40           30  114.72448    127000    8050        474
## 1487         1214       40           25  117.79242    143000   10355        695
## 1488         1073       42           35  145.38677    156000   10289        836
## 1489         1728       43           20   68.86574    119000   10624         40
## 1490         1224       43           20   84.15033    103000   10899          0
## 1491          958       47           48  158.14196    151500   12772        498
## 1492         1065       47           25  118.77934    126500    8892          0
## 1493         1138       49           48  127.41652    145000   10482        507
## 1494          912       49           35  131.57895    120000    7535        111
## 1495          882       48           35  120.74830    106500    8339          0
## 1496         1187       46           25  118.36563    140500   14357        311
## 1497          964       46           35  142.63485    137500    8243        700
## 1498          894       47           35  131.54362    117600    8680          0
## 1499         1200       41           42  136.25000    163500    8800        654
## 1500         1042       42           30  154.51056    161000    9200        494
## 1501         2154       43           42  104.22470    224500    8800        414
## 1502         1374       43           30  106.98690    147000   11382         54
## 1503         1652       48           42  121.06538    200000   22002       1386
## 1504         1429       47           36  127.29181    181900   14585        594
## 1505         1327       48           30  113.60211    150750    7388        405
## 1506         1224       45           20   83.16993    101800    9842          0
## 1507          932       57           30  133.04721    124000    8280          0
## 1508          908       67           35  152.53304    138500   12172        130
## 1509          666       61            9   96.84685     64500    5000        299
## 1510          670       62           15   95.52239     64000    3500        144
## 1511          808       49           40  138.61386    112000    5175        150
## 1512         1977       43           36   83.45979    165000    9500        442
## 1513         1150       52           30  125.21739    144000    9600        368
## 1514         1920       59           25   71.35417    137000   11345        220
## 1515         1376       66           25   76.30814    105000    9492        368
##      HouseStyle LotShape OverallQual logSalePrice TotalBsmtSF HouseStyle.1
## 1        1Story      IR1           6     12.27839        1080       1Story
## 2        1Story      Reg           5     11.56172         882       1Story
## 3        1Story      IR1           6     12.05525        1329       1Story
## 4        1Story      Reg           7     12.40492        2110       1Story
## 5        2Story      IR1           5     12.15425         928       2Story
## 6        2Story      IR1           6     12.18332         926       2Story
## 7        1Story      Reg           8     12.27139        1338       1Story
## 8        1Story      IR1           8     12.16264        1280       1Story
## 9        1Story      IR1           8     12.37370        1595       1Story
## 10       2Story      Reg           7     12.14950         994       2Story
## 11       2Story      IR1           6     12.07767         763       2Story
## 12       1Story      IR1           6     12.12811        1168       1Story
## 13       2Story      IR1           6     12.10293         789       2Story
## 14       1Story      Reg           7     12.05234        1300       1Story
## 15       1Story      IR1           8     12.26434        1488       1Story
## 16       1.5Fin      IR1           8     12.00762         559       1.5Fin
## 17       1Story      Reg           4     11.85652         864       1Story
## 18       1Story      IR1           6     12.15478        1844       1Story
## 19       SFoyer      Reg           7     12.04355        1053       SFoyer
## 20       2Story      Reg           7     12.28303         814       2Story
## 21       1Story      IR1           6     11.91170        1004       1Story
## 22       1Story      IR1           5     11.91772        1078       1Story
## 23       1Story      Reg           5     11.86358        1056       1Story
## 24       1Story      Reg           4     11.74404         882       1Story
## 25       1Story      Reg           4     11.65269         864       1Story
## 26       1Story      IR1           7     12.12269        1405       1Story
## 27       2Story      Reg           6     11.47210         483       2Story
## 28       2Story      Reg           5     11.56647         525       2Story
## 29       2Story      Reg           6     11.38509         525       2Story
## 30       1Story      Reg           6     11.75587        1069       1Story
## 31       2Story      Reg           6     11.91772         855       2Story
## 32       1Story      Reg           7     11.69525         836       1Story
## 33       2Story      Reg           6     11.89136         855       2Story
## 34       1Story      Reg           8     12.63134        1704       1Story
## 35       1Story      Reg           9     12.52453        1698       1Story
## 36       1Story      IR1           8     12.46458        1822       1Story
## 37       1Story      IR1           7     12.27373        1517       1Story
## 38       1Story      Reg           9     13.12236        2846       1Story
## 39       2Story      Reg           8     12.67608        1671       2Story
## 40       1Story      Reg           9     12.67576        1752       1Story
## 41       1Story      IR1           8     12.23077        1370       1Story
## 42       2Story      Reg           7     12.07539         764       2Story
## 43       1Story      IR1           6     12.20357        1324       1Story
## 44       1Story      Reg           7     11.98293        1145       1Story
## 45       1Story      Reg           8     12.16525        1256       1Story
## 46         SLvl      IR1           7     12.12540         384         SLvl
## 47       2Story      Reg           6     12.28535         860       2Story
## 48       2Story      IR1           7     12.12859         847       2Story
## 49         SLvl      IR1           7     12.10071         384         SLvl
## 50       2Story      IR1           7     12.31268         884       2Story
## 51       2Story      IR1           9     12.71640        1393       2Story
## 52       2Story      IR2           8     12.77987        1629       2Story
## 53       1Story      IR1           7     12.46997        1720       1Story
## 54       2Story      IR1           8     12.69158        1463       2Story
## 55       2Story      IR1           8     12.57764        1152       2Story
## 56       2Story      IR2           7     12.30592        1195       2Story
## 57       1.5Fin      IR1           8     12.92391        2033       1.5Fin
## 58       1Story      Reg           8     12.30818        1595       1Story
## 59       2Story      Reg           7     12.27932         756       2Story
## 60       1Story      Reg           8     12.47801        1566       1Story
## 61       2Story      Reg           7     12.44863         991       2Story
## 62       1Story      Reg           6     12.51172        1468       1Story
## 63       2Story      IR1           7     12.35879         956       2Story
## 64       2Story      Reg           7     12.10625         831       2Story
## 65       2Story      IR1           7     12.23077         948       2Story
## 66       1Story      Reg           6     11.87060         923       1Story
## 67       2Story      Reg           6     12.14950        1055       2Story
## 68       1Story      Reg           6     11.50791         918       1Story
## 69       1Story      Reg           6     11.73607         744       1Story
## 70       2Story      IR1           7     12.17819         996       2Story
## 71       1Story      Reg           6     11.93164        1040       1Story
## 72       2Story      Reg           6     12.04942         650       2Story
## 73       1Story      Reg           5     11.11988         816       1Story
## 74       1.5Fin      Reg           6     11.62625           0       1.5Fin
## 75       1Story      Reg           5     11.83863         894       1Story
## 76       1Story      IR1           5     11.71178         882       1Story
## 77       1Story      Reg           5     11.79810        1040       1Story
## 78       1Story      IR1           5     11.75194        1040       1Story
## 79       2Story      IR1           7     12.15478         750       2Story
## 80       2Story      IR1           8     12.80078        1231       2Story
## 81       2Story      Reg           8     12.56024        1390       2Story
## 82       1Story      IR1           7     12.46844        1488       1Story
## 83       2Story      Reg           7     12.15478         840       2Story
## 84       2Story      Reg           7     11.95118         600       2Story
## 85       2Story      Reg           7     11.92504         600       2Story
## 86       2Story      Reg           7     11.91505         600       2Story
## 87       2Story      Reg           6     11.93164         600       2Story
## 88       2Story      Reg           6     12.08673         756       2Story
## 89       2Story      Reg           6     12.08391         756       2Story
## 90       2Story      Reg           7     11.95118         696       2Story
## 91       2Story      IR1           7     11.89894         530       2Story
## 92       2Story      IR1           8     12.44509         975       2Story
## 93       1Story      IR1           8     11.95118         728       1Story
## 94       1Story      IR1           8     12.23563        1226       1Story
## 95       2Story      IR1           6     11.77913         725       2Story
## 96       1Story      Reg           7     12.34583        1492       1Story
## 97       1Story      IR1           6     12.29454        1829       1Story
## 98       2Story      Reg           6     12.40287        1280       2Story
## 99       1Story      IR1           6     12.23077        1610       1Story
## 100      1.5Fin      IR1           6     12.26670        1224       1.5Fin
## 101      2Story      Reg           7     12.18842         980       2Story
## 102      1Story      Reg           6     12.19349        1161       1Story
## 103      2Story      Reg           6     12.04942         715       2Story
## 104      1Story      Reg           5     11.86534        1232       1Story
## 105      1Story      Reg           6     11.87060        1328       1Story
## 106      1Story      IR1           4     11.76718         950       1Story
## 107      1Story      Reg           5     11.97666        1209       1Story
## 108      1Story      Reg           5     12.09458        1510       1Story
## 109        SLvl      IR1           6     11.82261         533         SLvl
## 110        SLvl      IR1           5     12.10349        1152         SLvl
## 111      1Story      Reg           5     11.86446        1078       1Story
## 112      1.5Fin      Reg           6     12.05815         782       1.5Fin
## 113      1Story      IR1           5     11.66565         858       1Story
## 114      1Story      Reg           5     11.75979        1056       1Story
## 115        SLvl      Reg           6     11.93819        1156         SLvl
## 116      1Story      Reg           5     11.79056        1268       1Story
## 117      SFoyer      IR1           6     12.08954        1080       SFoyer
## 118      2Story      Reg           5     11.94665        1105       2Story
## 119      1Story      Reg           5     11.81303        1604       1Story
## 120      1Story      Reg           7     12.27373        1480       1Story
## 121      1Story      IR1           5     11.82041        1143       1Story
## 122      1Story      IR1           5     12.01673        1398       1Story
## 123      1Story      Reg           5     11.88449        1314       1Story
## 124      1Story      Reg           6     11.90497        1194       1Story
## 125      1Story      Reg           5     12.02874        1268       1Story
## 126      1Story      IR1           5     11.59486        1206       1Story
## 127      1Story      Reg           6     11.97980        1244       1Story
## 128      1.5Fin      Reg           4     11.58989         832       1.5Fin
## 129      1Story      Reg           5     11.81303         864       1Story
## 130      1Story      Reg           5     11.71587         972       1Story
## 131      1Story      Reg           4     11.56172         576       1Story
## 132      1Story      Reg           5     11.88380        1086       1Story
## 133      1Story      Reg           5     11.76757         936       1Story
## 134      SFoyer      Reg           6     11.87757        1056       SFoyer
## 135      1Story      IR1           5     11.99535        1063       1Story
## 136        SLvl      Reg           7     12.39669         710         SLvl
## 137      1.5Fin      Reg           6     11.79056         816       1.5Fin
## 138      1Story      Reg           5     11.94471        1246       1Story
## 139      1.5Fin      Reg           5     12.01974         910       1.5Fin
## 140      1Story      Reg           5     11.81155         900       1Story
## 141      1Story      IR1           6     11.98293        1116       1Story
## 142      1Story      IR1           5     11.90497        1175       1Story
## 143      2Story      Reg           6     11.95118         756       2Story
## 144      1Story      Reg           5     11.60368         936       1Story
## 145      1Story      Reg           5     11.65269        1008       1Story
## 146      1Story      Reg           5     11.87060        1347       1Story
## 147      2Story      Reg           3     11.58432         840       2Story
## 148      1Story      Reg           4     11.28978         747       1Story
## 149      1.5Fin      Reg           5     11.77529         926       1.5Fin
## 150      1.5Fin      Reg           6     11.68688         827       1.5Fin
## 151      1.5Fin      Reg           5     11.76757        1027       1.5Fin
## 152      1.5Fin      Reg           5     11.51293        1008       1.5Fin
## 153      1Story      Reg           6     11.57025         624       1Story
## 154      1.5Fin      Reg           5     11.84223         686       1.5Fin
## 155      2Story      Reg           8     12.38839         346       2Story
## 156      1Story      Reg           6     11.91639         912       1Story
## 157      2Story      Reg           4     11.74006         622       2Story
## 158      2Story      Reg           4     11.71587         777       2Story
## 159      1.5Fin      Reg           5     11.76368         988       1.5Fin
## 160      2.5Unf      IR1           7     12.25248        1108       2.5Unf
## 161      1Story      Reg           4     11.37366         765       1Story
## 162      1.5Fin      Reg           6     11.75979         572       1.5Fin
## 163      1.5Fin      Reg           6     11.84868         780       1.5Fin
## 164      1.5Fin      Reg           5     11.72723         528       1.5Fin
## 165      1.5Fin      Reg           5     11.83790         928       1.5Fin
## 166      1Story      Reg           6     11.60368        1124       1Story
## 167      2Story      IR1           7     11.84940         576       2Story
## 168      1.5Fin      Reg           4     11.91505         888       1.5Fin
## 169      2Story      Reg           6     11.98230         780       2Story
## 170      2Story      Reg           6     11.71178         662       2Story
## 171      1Story      IR2           5     11.60824         816       1Story
## 172      2Story      Reg           5     11.84940         360       2Story
## 173      2Story      Reg           7     12.40656        1032       2Story
## 174      1Story      IR1           5     12.06105        1422       1Story
## 175      1.5Fin      Reg           5     11.51293        1212       1.5Fin
## 176      1.5Fin      IR1           6     11.46163         600       1.5Fin
## 177      1.5Fin      Reg           5     11.65182         856       1.5Fin
## 178      1.5Fin      Reg           5     11.45105         780       1.5Fin
## 179      1Story      Reg           4     11.82041        1832       1Story
## 180      1Story      Reg           4     11.82408        1768       1Story
## 181      1Story      Reg           5     11.78676        1039       1Story
## 182      1Story      Reg           5     11.73607         912       1Story
## 183      1Story      IR1           5     11.94471        1060       1Story
## 184      1Story      Reg           5     11.83428         864       1Story
## 185      2Story      Reg           6     11.97035         663       2Story
## 186      1Story      Reg           5     11.82956         864       1Story
## 187      SFoyer      IR1           5     11.98449        1319       SFoyer
## 188      2Story      Reg           5     12.00151         720       2Story
## 189      2Story      Reg           7     12.70077        1306       2Story
## 190      1Story      IR1           7     12.50618        1420       1Story
## 191      1Story      Reg           4     11.35041         660       1Story
## 192      1Story      Reg           7     12.46844        1332       1Story
## 193      2Story      IR1           6     12.34583        1117       2Story
## 194      1.5Fin      Reg           3     11.72804         972       1.5Fin
## 195      1Story      Reg           6     11.88103         663       1Story
## 196      1Story      Reg           5     11.76757        1144       1Story
## 197      1.5Fin      Reg           4     11.75194         756       1.5Fin
## 198      1Story      Reg           5     11.75979        1172       1Story
## 199      1Story      Reg           6     12.13350        1212       1Story
## 200      1Story      IR1           5     11.64395        1250       1Story
## 201      2Story      Reg           6     12.08954         741       2Story
## 202      1Story      Reg           7     12.50618        1433       1Story
## 203      2Story      IR1           6     12.29225         946       2Story
## 204      2Story      Reg           7     12.37159        1050       2Story
## 205      SFoyer      Reg           6     11.89819         936       SFoyer
## 206      1Story      IR1           8     12.41044        1694       1Story
## 207      1Story      Reg           7     12.23563        1187       1Story
## 208      1Story      IR1           7     12.20056        1226       1Story
## 209      1Story      Reg           7     12.13886        1222       1Story
## 210      2Story      Reg           7     12.67608        1673       2Story
## 211      1.5Fin      IR1           6     11.83863         676       1.5Fin
## 212        SLvl      Reg           6     11.95118        1010         SLvl
## 213      SFoyer      Reg           5     11.97666         870       SFoyer
## 214      2Story      IR1           7     12.16003         878       2Story
## 215      2Story      Reg           6     12.20857         804       2Story
## 216      1Story      IR1           5     11.91839        1026       1Story
## 217      2Story      IR1           6     11.99381         689       2Story
## 218      1Story      Reg           5     11.76135         894       1Story
## 219      1Story      Reg           5     11.75194         876       1Story
## 220      1Story      Reg           8     12.66981        1978       1Story
## 221      1Story      Reg           8     12.51356        1581       1Story
## 222      2Story      IR1           7     12.37582         941       2Story
## 223      2Story      Reg           7     12.38839        1040       2Story
## 224      1Story      IR2           7     12.32341        1649       1Story
## 225      1Story      Reg           6     11.87583         848       1Story
## 226      1Story      Reg           6     11.87060         848       1Story
## 227      1Story      IR2           8     12.35449        1657       1Story
## 228      1Story      Reg           7     12.26905        1473       1Story
## 229      1Story      Reg           7     12.13081        1414       1Story
## 230      1Story      Reg           5     11.51293           0       1Story
## 231      1Story      IR1           5     11.87757        1196       1Story
## 232        SLvl      Reg           6     11.73767        1008         SLvl
## 233      1Story      Reg           4     11.40756         960       1Story
## 234      1Story      Reg           4     11.84940        1121       1Story
## 235      1.5Fin      Reg           6     11.63514         735       1.5Fin
## 236      1.5Fin      Reg           4     11.28978         672       1.5Fin
## 237      1Story      Reg           5     11.55215        1107       1Story
## 238      2Story      Reg           6     11.75979         806       2Story
## 239      1Story      Reg           3     10.97678         864       1Story
## 240      1.5Fin      Reg           5     11.75194        1026       1.5Fin
## 241      1Story      Reg           6     11.74404         856       1Story
## 242      1.5Fin      Reg           5     11.51293         894       1.5Fin
## 243      1.5Fin      IR1           7     12.45877        1528       1.5Fin
## 244      2Story      Reg           5     12.27839        1032       2Story
## 245      2Story      Reg           7     12.49313        1152       2Story
## 246      1Story      Reg           7     12.72189        1902       1Story
## 247        SLvl      IR1           7     12.22163         423         SLvl
## 248      1Story      IR1           8     12.12811         982       1Story
## 249      1Story      IR1           8     11.99843        1191       1Story
## 250      1Story      IR1           7     12.57418        1501       1Story
## 251      1.5Fin      Reg           4     11.74006         796       1.5Fin
## 252      1.5Fin      Reg           6     11.60824         629       1.5Fin
## 253      1Story      IR1           8     12.41309        1594       1Story
## 254      2Story      Reg           8     12.44863        1049       2Story
## 255        SLvl      Reg           6     12.15478        1243         SLvl
## 256      1Story      IR1           7     12.21106        1560       1Story
## 257        SLvl      IR1           6     12.04297        1012         SLvl
## 258      1Story      IR1           6     12.04355        1958       1Story
## 259      1Story      IR1           7     12.30138        1336       1Story
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## 261      2Story      Reg           7     12.27793         817       2Story
## 262      2Story      Reg           8     12.22047         967       2Story
## 263      1Story      IR1           9     12.84397        2002       1Story
## 264      1Story      Reg           5     12.03765        1068       1Story
## 265      1Story      Reg           5     12.06393        1430       1Story
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## 267      1Story      Reg           5     12.02275        1344       1Story
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## 269      1Story      Reg           5     11.69107         945       1Story
## 270      2Story      Reg           5     11.35041         536       2Story
## 271      2Story      Reg           4     11.23849         546       2Story
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## 273      2Story      Reg           4     11.38793         546       2Story
## 274      2Story      Reg           4     11.35627         546       2Story
## 275      1Story      Reg           5     11.77529         864       1Story
## 276      1Story      IR1           5     11.96972        1188       1Story
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## 279      2Story      Reg           5     11.82041         624       2Story
## 280      1.5Fin      IR1           5     11.98916         864       1.5Fin
## 281      1Story      Reg           8     12.56024        1679       1Story
## 282      2Story      Reg           6     12.35017        1152       2Story
## 283      1Story      IR1           6     11.73206         882       1Story
## 284      1Story      Reg           6     11.96400        1434       1Story
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## 286      2Story      IR1           6     12.15214         945       2Story
## 287      2Story      IR1           8     12.50618        1008       2Story
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## 289      1Story      IR1           9     12.84133        1746       1Story
## 290        SLvl      IR1           7     12.03469         384         SLvl
## 291      1Story      IR1           8     12.83468        2208       1Story
## 292      1Story      IR1           8     12.53538        1501       1Story
## 293      1Story      IR1           8     12.38839        1418       1Story
## 294      1Story      IR1           8     12.38631        1587       1Story
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## 298      2Story      IR1           6     12.08954         799       2Story
## 299      2Story      IR2           6     12.12811         680       2Story
## 300      2Story      IR1           6     12.10800         707       2Story
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## 303      2Story      Reg           6     12.06681         702       2Story
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## 309      2Story      IR1           7     12.46844         845       2Story
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## 312      1Story      IR1           6     12.27839        1602       1Story
## 313      1Story      Reg           6     12.20607        1427       1Story
## 314      2Story      IR1           7     12.42521        1043       2Story
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## 316      1Story      Reg           6     12.12269        1140       1Story
## 317      1Story      Reg           8     12.53538        2524       1Story
## 318      1Story      Reg           7     11.93164        1090       1Story
## 319      2Story      IR1           5     12.19349         780       2Story
## 320      2Story      Reg           7     12.39214         926       2Story
## 321      2Story      Reg           8     12.30138        1058       2Story
## 322      2Story      Reg           8     12.36734         972       2Story
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## 324      1Story      Reg           6     12.03112        1116       1Story
## 325      1Story      IR1           7     11.97035        1176       1Story
## 326      1Story      Reg           6     12.01370        1064       1Story
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## 328      1Story      IR1           5     11.90834        1002       1Story
## 329      1Story      Reg           6     11.95761        1026       1Story
## 330      1Story      IR1           5     11.75979        1180       1Story
## 331      1Story      IR1           5     11.87060        1043       1Story
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## 333      1Story      Reg           4     11.73206         864       1Story
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## 336      2Story      Reg           6     11.48247         483       2Story
## 337      2Story      Reg           6     11.67844         483       2Story
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## 344      2Story      Reg           6     11.83428         855       2Story
## 345      2Story      Reg           6     11.89819         804       2Story
## 346      2Story      Reg           6     11.90834         855       2Story
## 347      2Story      Reg           6     11.83501         855       2Story
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## 349      1Story      Reg           5     11.51293         892       1Story
## 350      1Story      Reg           5     11.91036         864       1Story
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## 352      2Story      Reg           9     13.04332        1776       2Story
## 353      1Story      Reg          10     13.22672        3094       1Story
## 354      1Story      IR1           9     12.69158        1652       1Story
## 355      1Story      Reg           8     12.45410        1566       1Story
## 356      2Story      IR1           9     12.72189        1104       2Story
## 357      1Story      Reg           9     12.90917        2020       1Story
## 358      2Story      IR1          10     13.02133        1722       2Story
## 359      1Story      Reg          10     13.32121        2630       1Story
## 360      1Story      Reg           9     12.79386        1736       1Story
## 361      1Story      IR1           8     12.59811        1782       1Story
## 362      2Story      IR3           8     12.92367        1508       2Story
## 363      1Story      IR1           8     12.45098        1709       1Story
## 364      1Story      IR1           9     12.72189        1739       1Story
## 365      1Story      Reg           8     12.52416        1713       1Story
## 366      1Story      IR1           9     12.61154        1504       1Story
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## 369      1Story      IR1           8     12.54254        1836       1Story
## 370      1Story      IR1           8     12.55673        3206       1Story
## 371      1Story      IR1           7     12.50432        1760       1Story
## 372      1Story      Reg          10     12.86424        2392       1Story
## 373      1Story      IR1           9     13.00583        2452       1Story
## 374      2Story      IR1           8     12.57764        1082       2Story
## 375      1Story      IR1           8     12.45254        1598       1Story
## 376      1Story      IR1           6     12.26905        1358       1Story
## 377      1Story      IR1           6     12.18587        1306       1Story
## 378      1Story      IR1           6     12.12540        1306       1Story
## 379      1Story      IR1           7     12.26670        1350       1Story
## 380      1Story      IR1           7     12.34583        1314       1Story
## 381      1Story      IR1           8     12.85448        2200       1Story
## 382      1Story      Reg           9     12.42320        1451       1Story
## 383      1Story      Reg           8     12.56549        1712       1Story
## 384      1Story      Reg           8     12.44509        1324       1Story
## 385      1Story      Reg           7     12.06105        1405       1Story
## 386      2Story      Reg           7     12.06105         764       2Story
## 387      2Story      Reg           7     12.12269         728       2Story
## 388      2Story      IR1           6     12.03053         745       2Story
## 389      2Story      IR2           6     12.06681         742       2Story
## 390      2Story      IR2           6     12.06681         684       2Story
## 391      1Story      Reg           7     12.06681        1373       1Story
## 392      1Story      Reg           7     12.07767        1386       1Story
## 393      1Story      Reg           7     12.16785        1373       1Story
## 394      1Story      Reg           7     12.10625        1346       1Story
## 395      1Story      Reg           7     12.10071        1220       1Story
## 396      1Story      Reg           7     11.98418        1145       1Story
## 397      2Story      IR1           7     12.14685         716       2Story
## 398      2Story      IR1           6     12.20607        1010       2Story
## 399        SLvl      IR1           7     12.04355         384         SLvl
## 400      2Story      IR1           7     12.15214         868       2Story
## 401        SLvl      Reg           8     12.12323         408         SLvl
## 402      2Story      IR1           7     12.18332         846       2Story
## 403      2Story      IR1           7     12.16525         782       2Story
## 404      2Story      IR1           7     12.08954         698       2Story
## 405      1Story      Reg           7     12.24289        1314       1Story
## 406      2Story      IR1           7     12.37159         952       2Story
## 407      2Story      IR1           8     12.45877         870       2Story
## 408      2Story      IR1           6     12.40492         992       2Story
## 409        SLvl      IR1           7     12.02575         384         SLvl
## 410      2Story      IR1           6     12.09514         982       2Story
## 411      2Story      IR1           6     12.15478         794       2Story
## 412        SLvl      Reg           7     11.95761         384         SLvl
## 413      2Story      IR2           7     12.40901        1177       2Story
## 414      2Story      IR3           6     12.10625         841       2Story
## 415      2Story      IR1           7     12.27373         992       2Story
## 416        SLvl      IR1           7     12.03172         384         SLvl
## 417      2Story      Reg           8     12.72784        1252       2Story
## 418      2Story      IR1           8     12.90669        1462       2Story
## 419      2Story      Reg           8     12.69772        1455       2Story
## 420      2Story      IR1           8     12.73670        1284       2Story
## 421      2Story      IR1           8     12.72487        1225       2Story
## 422      2Story      IR1           7     12.48749        1264       2Story
## 423      1Story      IR1           8     12.66033        2024       1Story
## 424      2Story      Reg           7     12.46844        1347       2Story
## 425      2Story      Reg           7     12.46844        1070       2Story
## 426      2Story      IR1           8     12.48200        1173       2Story
## 427      2Story      IR2           8     12.90421        1629       2Story
## 428      2Story      IR2           7     12.42118         973       2Story
## 429      1Story      IR1           8     12.52453        1696       1Story
## 430      1Story      Reg           8     12.45877        1614       1Story
## 431      1Story      Reg           8     12.52634        1702       1Story
## 432      1Story      IR1           8     12.40901        1422       1Story
## 433      2Story      Reg           7     12.44114        1113       2Story
## 434      1Story      Reg           9     13.05622        2458       1Story
## 435      2Story      Reg           8     12.25486         768       2Story
## 436      1Story      Reg           7     12.34496        1402       1Story
## 437      1Story      IR1           9     12.42922        1530       1Story
## 438      1Story      Reg           8     12.38212        1372       1Story
## 439      2Story      Reg          10     12.64433        1017       2Story
## 440      2Story      Reg           8     12.50618         900       2Story
## 441      2Story      Reg           8     12.43718        1082       2Story
## 442      2Story      Reg           7     12.39255        1092       2Story
## 443      1Story      Reg           7     12.58108        1652       1Story
## 444      2Story      Reg           7     12.47991         912       2Story
## 445      1Story      Reg           7     12.12811        1221       1Story
## 446      1Story      IR1           7     12.36521        1553       1Story
## 447      2Story      IR1           7     12.25009         812       2Story
## 448      1Story      Reg           7     11.97666        1218       1Story
## 449      1Story      Reg           7     11.93164        1141       1Story
## 450      1Story      Reg           6     11.87409        1158       1Story
## 451      2Story      IR1           7     12.17045         835       2Story
## 452      1Story      IR1           8     12.22096        1512       1Story
## 453      1Story      Reg           7     12.12757        1176       1Story
## 454      1Story      Reg           7     11.97666        1114       1Story
## 455      1Story      Reg           5     11.86358        1114       1Story
## 456      1Story      Reg           5     11.93819        1114       1Story
## 457      2Story      IR1           7     12.30138         913       2Story
## 458      1Story      IR1           7     12.14950        1454       1Story
## 459      2Story      Reg           6     12.05234         816       2Story
## 460      2Story      Reg           6     11.69525         626       2Story
## 461      1Story      Reg           6     11.88449        1332       1Story
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## 463      2Story      IR1           6     11.99535         676       2Story
## 464      2Story      Reg           6     11.98293           0       2Story
## 465      1Story      Reg           4     11.31447         721       1Story
## 466      1.5Unf      Reg           6     11.23849         784       1.5Unf
## 467      1Story      IR1           5     11.60824         980       1Story
## 468      1Story      Reg           5     11.81303         980       1Story
## 469      1Story      IR1           5     11.85652         864       1Story
## 470      1Story      IR1           5     11.71178         864       1Story
## 471      1Story      IR1           5     11.72884        1024       1Story
## 472      1Story      IR1           5     11.76757         912       1Story
## 473      1Story      Reg           5     11.78600         864       1Story
## 474      1Story      IR1           5     11.04105         864       1Story
## 475      1Story      Reg           5     11.71994         912       1Story
## 476      2Story      Reg           7     12.36734         975       2Story
## 477      1Story      IR1           6     12.18075        1145       1Story
## 478      2Story      Reg           6     12.05815         729       2Story
## 479      2Story      Reg           6     12.10071         756       2Story
## 480      2Story      Reg           7     11.95761         691       2Story
## 481      1Story      IR1           8     12.67216        1694       1Story
## 482      1Story      IR1           8     12.26198        1226       1Story
## 483      1Story      Reg           7     12.39504        1740       1Story
## 484      2Story      Reg           6     11.94471         727       2Story
## 485      1Story      IR1           6     12.12811        1442       1Story
## 486      1Story      IR1           6     12.13216        1489       1Story
## 487      2Story      IR1           7     12.20607        1107       2Story
## 488      2Story      IR1           7     12.23563         752       2Story
## 489      2Story      IR1           6     11.99535         723       2Story
## 490      2Story      Reg           6     12.45644         932       2Story
## 491        SLvl      IR1           6     12.19552        1680         SLvl
## 492      1Story      Reg           5     12.00151        1288       1Story
## 493      2Story      IR1           7     12.34583         908       2Story
## 494      1Story      Reg           6     12.03112        1350       1Story
## 495      2Story      Reg           8     12.33271         810       2Story
## 496      1Story      Reg           5     11.77529         864       1Story
## 497      1Story      Reg           5     11.87060        1568       1Story
## 498      1Story      Reg           5     11.67419         925       1Story
## 499      SFoyer      Reg           6     12.05815        1232       SFoyer
## 500      1Story      Reg           6     11.99226        1372       1Story
## 501      1Story      Reg           4     11.86005         894       1Story
## 502      1Story      Reg           5     11.67844         864       1Story
## 503      1Story      Reg           6     11.75587         864       1Story
## 504      1Story      IR1           4     11.84940        1040       1Story
## 505      1Story      Reg           6     12.02575        1516       1Story
## 506      1Story      Reg           5     11.93819        1313       1Story
## 507      1Story      IR1           5     11.94471        1154       1Story
## 508      2Story      IR1           5     12.08673         744       2Story
## 509        SLvl      IR1           6     11.97035        1127         SLvl
## 510      1Story      Reg           5     11.73206        1041       1Story
## 511        SLvl      Reg           6     12.06968        1208         SLvl
## 512      1Story      Reg           5     11.71178         960       1Story
## 513      1Story      Reg           4     11.32055         420       1Story
## 514      1.5Fin      IR1           5     11.60824         709       1.5Fin
## 515      1Story      Reg           6     11.91505        1505       1Story
## 516      1Story      Reg           6     12.07254        1680       1Story
## 517      1Story      Reg           6     12.02575        1416       1Story
## 518      1Story      Reg           5     11.76679        1050       1Story
## 519      1Story      Reg           5     11.89819        1113       1Story
## 520      1Story      IR1           6     12.14153        1453       1Story
## 521      1Story      IR1           6     11.97666        1394       1Story
## 522      1Story      IR1           6     12.45293        1562       1Story
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## 524      2Story      Reg           6     12.17303         896       2Story
## 525      1.5Fin      IR1           4     11.56076         715       1.5Fin
## 526      1Story      Reg           5     11.91839        1169       1Story
## 527      1Story      Reg           6     11.96081        1478       1Story
## 528      1Story      IR1           7     12.07824        1329       1Story
## 529      1Story      IR1           6     11.91505         988       1Story
## 530      1Story      IR1           6     11.95118        1215       1Story
## 531      1Story      Reg           5     11.93819        1382       1Story
## 532      1Story      Reg           4     11.87757        1200       1Story
## 533        SLvl      Reg           6     12.07824        1362         SLvl
## 534      1Story      Reg           5     11.93819        1297       1Story
## 535      1Story      Reg           5     11.81303        1866       1Story
## 536      1Story      IR1           6     11.78295        1062       1Story
## 537      1Story      Reg           5     11.74404         631       1Story
## 538      1Story      Reg           4     11.65269        1005       1Story
## 539      1Story      Reg           5     11.63514         793       1Story
## 540      1Story      Reg           5     11.88793        1031       1Story
## 541      1Story      Reg           5     11.54151           0       1Story
## 542      2Story      Reg           7     11.93492         699       2Story
## 543      1Story      Reg           5     11.77452        1200       1Story
## 544      1Story      Reg           6     11.79056         972       1Story
## 545      1Story      Reg           3     11.51192         792       1Story
## 546      2Story      Reg           5     11.91170         676       2Story
## 547      2Story      Reg           4     11.64395         405       2Story
## 548      1Story      Reg           5     11.60368         768       1Story
## 549      1Story      Reg           5     11.73607        1054       1Story
## 550      2Story      Reg           7     11.96081         560       2Story
## 551      1.5Fin      Reg           4     11.56172         840       1.5Fin
## 552      1Story      Reg           5     11.57119         720       1Story
## 553      1Story      Reg           3     11.27085         630       1Story
## 554      2Story      Reg           6     12.15478        1248       2Story
## 555      1Story      Reg           6     11.94471        1380       1Story
## 556      2Story      Reg           5     12.20607        1248       2Story
## 557      1Story      Reg           6     11.87409         951       1Story
## 558      1Story      IR1           6     11.81303        1105       1Story
## 559      1Story      IR1           5     11.93819         992       1Story
## 560      1Story      IR1           6     11.96718        1478       1Story
## 561      1Story      IR1           6     11.63956         160       1Story
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## 564      1Story      Reg           4     11.40756           0       1Story
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## 567        SLvl      Reg           5     11.83501         528         SLvl
## 568      1Story      Reg           5     11.79434        1148       1Story
## 569      1.5Fin      Reg           4     11.80186         832       1.5Fin
## 570      2Story      Reg           6     11.88276         780       2Story
## 571      SFoyer      IR1           5     11.88449         941       SFoyer
## 572      1Story      Reg           6     11.75194        1045       1Story
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## 574      1.5Fin      Reg           6     11.65269         818       1.5Fin
## 575      2Story      Reg           5     11.60824         440       2Story
## 576      1.5Fin      Reg           6     11.76679         901       1.5Fin
## 577      2Story      Reg           6     11.54733         972       2Story
## 578      1.5Fin      Reg           5     11.77529         240       1.5Fin
## 579      2Story      Reg           5     11.76757         504       2Story
## 580      2Story      Reg           5     11.91839         690       2Story
## 581      2Story      Reg           4     11.45688         600       2Story
## 582      2Story      Reg           5     11.73206         960       2Story
## 583      2Story      Reg           7     11.81303         651       2Story
## 584      1.5Fin      Reg           5     11.54248         801       1.5Fin
## 585      1.5Fin      Reg           5     11.77144         768       1.5Fin
## 586      1.5Fin      Reg           5     11.44035         811       1.5Fin
## 587      1Story      Reg           4     11.28978         861       1Story
## 588      1Story      Reg           5     11.42191         190       1Story
## 589      1Story      Reg           5     11.50791         624       1Story
## 590      2Story      Reg           4     11.37939         677       2Story
## 591      1.5Fin      Reg           5     11.60824         720       1.5Fin
## 592      2.5Unf      Reg           5     11.57119         849       2.5Unf
## 593      2Story      IR1           7     12.49117        1240       2Story
## 594      2Story      Reg           6     11.98293         917       2Story
## 595      2Story      Reg           6     11.68688         624       2Story
## 596      2Story      Reg           8     12.03172         916       2Story
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## 598      1.5Fin      Reg           5     11.73527        1088       1.5Fin
## 599      1.5Fin      Reg           6     11.68688         972       1.5Fin
## 600      2Story      Reg           6     11.89478         741       2Story
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## 602      1Story      Reg           6     11.91170        1022       1Story
## 603      1.5Fin      Reg           7     12.23077         952       1.5Fin
## 604      1.5Fin      Reg           5     11.82774         297       1.5Fin
## 605      1.5Unf      Reg           6     11.70355         952       1.5Unf
## 606      1.5Fin      Reg           4     11.75979         672       1.5Fin
## 607      1.5Fin      Reg           6     11.81229         698       1.5Fin
## 608      1.5Fin      Reg           5     11.66993         884       1.5Fin
## 609      1.5Fin      Reg           6     11.79434         780       1.5Fin
## 610      1.5Fin      Reg           5     11.44035         468       1.5Fin
## 611      1.5Unf      Reg           6     11.68688         884       1.5Unf
## 612      1.5Fin      Reg           5     11.86005         927       1.5Fin
## 613      1.5Fin      Reg           4     11.79810         884       1.5Fin
## 614      1Story      Reg           5     11.56172         715       1Story
## 615      1.5Fin      Reg           5     11.91839         952       1.5Fin
## 616      1Story      Reg           5     11.74800        1072       1Story
## 617      2.5Unf      IR1           6     12.27607         844       2.5Unf
## 618      2Story      IR1           7     12.02874         728       2Story
## 619      2Story      Reg           6     11.95118        1048       2Story
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## 621      1.5Fin      Reg           4     11.54248         780       1.5Fin
## 622      2Story      IR2           6     11.71994         483       2Story
## 623      2.5Unf      IR3           7     11.48761        1020       2.5Unf
## 624      1.5Fin      Reg           6     11.81303        1204       1.5Fin
## 625      2Story      Reg           6     11.66135         698       2Story
## 626      1Story      IR1           4     11.39358         560       1Story
## 627      SFoyer      IR1           5     11.98230        1152       SFoyer
## 628      2Story      Reg           6     11.54829         672       2Story
## 629      1.5Fin      Reg           5     11.05089         585       1.5Fin
## 630      1Story      Reg           5     11.84223        1121       1Story
## 631      2Story      Reg           6     12.05815         918       2Story
## 632      1Story      Reg           5     11.77529         864       1Story
## 633      SFoyer      IR1           6     11.91772         456       SFoyer
## 634      SFoyer      IR1           5     11.81229         858       SFoyer
## 635      SFoyer      IR1           5     11.82774         840       SFoyer
## 636      1Story      Reg           5     11.84223        1092       1Story
## 637        SLvl      Reg           5     12.01370         552         SLvl
## 638        SLvl      Reg           6     11.90497        1138         SLvl
## 639        SLvl      Reg           5     12.01370         825         SLvl
## 640      1Story      Reg           4     11.81303        1134       1Story
## 641      1Story      IR1           4     11.32055         861       1Story
## 642      1Story      IR1           5     12.15478        1617       1Story
## 643      1Story      Reg           6     11.75587        1436       1Story
## 644      1Story      Reg           5     11.70767        1073       1Story
## 645      2Story      Reg           6     11.94730         747       2Story
## 646      1Story      Reg           4     11.63514         672       1Story
## 647      1Story      Reg           5     11.73607        1089       1Story
## 648      1Story      IR1           4     11.33857           0       1Story
## 649      1Story      Reg           5     11.84582        1049       1Story
## 650      1.5Fin      Reg           6     11.56172         560       1.5Fin
## 651      2Story      Reg           4     11.58989         755       2Story
## 652        SLvl      IR1           7     11.99535        1054         SLvl
## 653      1Story      IR1           7     12.51319        2158       1Story
## 654      2Story      Reg           7     12.26905         740       2Story
## 655      2Story      Reg           7     12.38798        1079       2Story
## 656      2Story      IR1           8     12.38631        1128       2Story
## 657      2Story      Reg           7     12.50432        1168       2Story
## 658      2Story      Reg           7     12.50432        1168       2Story
## 659      2Story      Reg           7     12.50432        1168       2Story
## 660      1Story      Reg           8     12.60149        1705       1Story
## 661      1Story      IR1           8     12.59640        1622       1Story
## 662      1Story      IR1           9     12.71289        1720       1Story
## 663      1Story      Reg           8     12.38798        1468       1Story
## 664      2Story      IR1           8     12.26434         866       2Story
## 665      1Story      IR1           8     12.51539        1838       1Story
## 666      1Story      IR1           9     12.38422        1800       1Story
## 667      1Story      Reg           7     12.20607        1282       1Story
## 668      1Story      IR1           8     12.30953        1254       1Story
## 669      1Story      Reg           7     12.17819        1232       1Story
## 670      1Story      Reg           8     12.37582        1498       1Story
## 671      2Story      IR1           6     12.06105         704       2Story
## 672        SLvl      Reg           7     12.52453        1518         SLvl
## 673      2Story      IR1           7     12.36094        1449       2Story
## 674      1Story      IR2           5     11.93164        1040       1Story
## 675      1Story      Reg           5     11.87060         990       1Story
## 676      2Story      IR1           6     12.35234         928       2Story
## 677      2Story      IR2           7     12.26434         799       2Story
## 678      1Story      IR2           7     12.24047        1463       1Story
## 679      1Story      Reg           5     11.88449        1097       1Story
## 680      1Story      Reg           5     11.83501         990       1Story
## 681      2Story      Reg           7     12.19552         866       2Story
## 682      1Story      IR1           7     12.22588        1490       1Story
## 683      1Story      IR1           7     12.16525        1431       1Story
## 684      2Story      Reg           6     12.20607         928       2Story
## 685      2Story      IR1           7     12.18075         831       2Story
## 686      1Story      IR1           7     12.33271        1573       1Story
## 687      2Story      Reg           7     12.34583         944       2Story
## 688      1Story      IR2           7     12.13940        1413       1Story
## 689      1Story      IR1           7     12.22096        1431       1Story
## 690      1Story      Reg           7     12.21106        1492       1Story
## 691      1Story      Reg           5     11.72804        1040       1Story
## 692      1Story      IR1           5     11.84940         907       1Story
## 693      1Story      IR1           5     11.81229         914       1Story
## 694      1Story      IR1           5     11.92172        1040       1Story
## 695      1Story      IR1           5     11.82408         864       1Story
## 696      1Story      IR1           5     11.87409        1268       1Story
## 697      1Story      IR1           5     11.80186         864       1Story
## 698      1Story      Reg           5     11.71994         894       1Story
## 699      SFoyer      Reg           5     11.80485         768       SFoyer
## 700      SFoyer      Reg           5     11.79810         768       SFoyer
## 701      1Story      Reg           7     12.42922        1569       1Story
## 702      2Story      IR1           8     12.44804        1068       2Story
## 703      1Story      Reg           8     12.37370        1753       1Story
## 704      2Story      Reg           8     12.47419        1299       2Story
## 705      2Story      Reg           9     12.65396        1440       2Story
## 706      2Story      Reg           7     12.19854         840       2Story
## 707      2Story      Reg           7     12.25961         944       2Story
## 708      1Story      Reg           8     12.30138        1462       1Story
## 709      1Story      Reg           7     12.22096        1504       1Story
## 710      1Story      Reg           8     12.54076        1822       1Story
## 711      1Story      Reg           7     12.25486        1417       1Story
## 712      2Story      Reg           7     12.29911        1057       2Story
## 713      2Story      Reg           7     12.16003         880       2Story
## 714      1Story      Reg           7     12.08954        1212       1Story
## 715      1Story      Reg           7     12.26905        1630       1Story
## 716      1Story      Reg           6     11.87757         848       1Story
## 717      1Story      Reg           6     11.84940         848       1Story
## 718      1Story      Reg           8     12.58861        1578       1Story
## 719      2Story      IR1           7     12.15478         864       2Story
## 720      1Story      Reg           7     12.15478        1500       1Story
## 721      2Story      Reg           6     12.06393         738       2Story
## 722      2Story      Reg           6     12.04355         608       2Story
## 723      1Story      Reg           4     11.58989           0       1Story
## 724      1Story      Reg           5     12.02575        1486       1Story
## 725      1Story      Reg           4     11.51293         816       1Story
## 726      SFoyer      Reg           7     12.19854           0       SFoyer
## 727      2Story      IR1           6     11.97980         690       2Story
## 728      1Story      IR1           9     12.67608        1698       1Story
## 729      SFoyer      Reg           6     11.88793         547       SFoyer
## 730      1Story      Reg           5     11.67844         698       1Story
## 731      1Story      Reg           4     11.35041         876       1Story
## 732      1Story      Reg           5     11.51192         864       1Story
## 733      1Story      Reg           5     11.69441        1678       1Story
## 734      1.5Fin      Reg           6     11.60824         684       1.5Fin
## 735      1.5Fin      Reg           5     11.71178         720       1.5Fin
## 736      1.5Fin      Reg           6     11.84582         778       1.5Fin
## 737      2.5Fin      Reg           7     12.19096         824       2.5Fin
## 738      2Story      Reg           6     11.56172         583       2Story
## 739      1Story      Reg           6     11.90158         816       1Story
## 740      1.5Fin      Reg           6     11.83102         976       1.5Fin
## 741      2Story      Reg           7     11.95118         560       2Story
## 742      1.5Fin      Reg           6     12.08391         896       1.5Fin
## 743      1.5Fin      Reg           7     11.88449         861       1.5Fin
## 744      2Story      Reg           7     11.82774         600       2Story
## 745      2Story      Reg           7     12.36308        1276       2Story
## 746      2Story      IR1           6     12.08673         771       2Story
## 747      1Story      IR1           5     11.95118        1273       1Story
## 748      1Story      IR1           5     12.00457         876       1Story
## 749      1.5Fin      IR1           5     11.95054         731       1.5Fin
## 750      2.5Unf      IR1           7     12.23077         920       2.5Unf
## 751      1Story      Reg           5     11.88311        1112       1Story
## 752      2Story      Reg           7     12.06968         704       2Story
## 753      1Story      IR1           6     12.17045        1561       1Story
## 754      1Story      Reg           6     11.97351        1092       1Story
## 755      1Story      Reg           6     12.31940        1310       1Story
## 756      2Story      Reg           6     11.65269         516       2Story
## 757      2Story      Reg           6     11.82774         561       2Story
## 758      2Story      Reg           6     11.70355         561       2Story
## 759      2Story      Reg           6     11.72804         561       2Story
## 760        SLvl      IR1           6     12.24529         572         SLvl
## 761      1Story      IR1           6     12.31043         880       1Story
## 762      2Story      Reg           5     11.89819         672       2Story
## 763      2Story      Reg           5     11.71994         760       2Story
## 764      2Story      Reg           5     11.26446         596       2Story
## 765      2Story      Reg           8     12.43321        1107       2Story
## 766      1Story      IR1           7     12.38839        1710       1Story
## 767      2Story      IR1           6     12.27839         804       2Story
## 768      SFoyer      Reg           6     11.96049         902       SFoyer
## 769      SFoyer      Reg           6     12.06105         957       SFoyer
## 770      1.5Fin      Reg           5     11.74404           0       1.5Fin
## 771        SLvl      IR1           7     12.06105        1188         SLvl
## 772      1Story      IR1           9     12.66191        1620       1Story
## 773      1Story      IR1           9     12.92391        2190       1Story
## 774      1Story      IR1           9     12.66508        1641       1Story
## 775      1Story      IR1           8     12.21106        1466       1Story
## 776      1Story      IR1           6     12.07254        1392       1Story
## 777      2Story      IR1           6     12.22588         712       2Story
## 778      1Story      IR1           8     12.30138        1267       1Story
## 779      1Story      Reg           9     12.66033        1838       1Story
## 780      1Story      IR1           9     12.95984        1978       1Story
## 781      1Story      IR1           5     11.84582        1008       1Story
## 782      1Story      Reg           6     11.99535        1204       1Story
## 783      1Story      Reg           6     12.01370        1224       1Story
## 784        SLvl      Reg           4     11.41861         462         SLvl
## 785      1Story      Reg           5     11.77529         864       1Story
## 786      SFoyer      Reg           4     11.36210         630       SFoyer
## 787      1Story      IR1           5     11.98293        1188       1Story
## 788      SFoyer      Reg           4     11.28978         630       SFoyer
## 789      2Story      Reg           4     11.48247         546       2Story
## 790      2Story      Reg           4     11.38509         546       2Story
## 791      SFoyer      IR1           5     11.78980         796       SFoyer
## 792        SLvl      Reg           6     11.78486         384         SLvl
## 793      SFoyer      IR1           5     12.01673        1097       SFoyer
## 794      1Story      IR1           5     11.62625         833       1Story
## 795      SFoyer      Reg           5     11.91170         828       SFoyer
## 796      1.5Fin      IR1           5     11.87060         796       1.5Fin
## 797      2Story      Reg           5     11.77529         624       2Story
## 798      1Story      IR1           6     12.18587        1567       1Story
## 799      2Story      IR1           5     12.06105         784       2Story
## 800      1Story      IR1           6     12.37792        1205       1Story
## 801      2Story      Reg           6     12.23999         952       2Story
## 802      2Story      IR1           6     12.14153         926       2Story
## 803      2Story      Reg           6     12.01370         680       2Story
## 804      2Story      IR1           6     12.18332         926       2Story
## 805      2Story      IR1           6     12.16525         943       2Story
## 806      2Story      IR2           6     12.06105         916       2Story
## 807      1Story      IR1           5     12.08898        1348       1Story
## 808      2Story      IR2           7     12.07254         729       2Story
## 809      1Story      Reg           8     12.56375        1593       1Story
## 810      1Story      IR1           8     12.10071        1337       1Story
## 811      1Story      IR1           8     12.10071        1280       1Story
## 812      2Story      IR1           6     12.10625         926       2Story
## 813      2Story      IR1           6     12.11724         932       2Story
## 814      2Story      Reg           6     12.14420         773       2Story
## 815      2Story      IR1           7     12.17819         712       2Story
## 816      2Story      Reg           6     12.12811         836       2Story
## 817      1Story      IR1           8     12.14950        1228       1Story
## 818      1Story      IR1           8     12.14685        1337       1Story
## 819      2Story      IR1           8     12.77987        1168       2Story
## 820      2Story      IR1           9     12.69158        1122       2Story
## 821      1Story      IR1           9     12.86618        1884       1Story
## 822      1Story      Reg           9     12.71890        1710       1Story
## 823      1Story      IR1           6     11.79810        1488       1Story
## 824      2Story      IR1           7     12.27839         791       2Story
## 825      1Story      IR1           7     12.33050        1675       1Story
## 826      1Story      IR1           6     12.07539        1422       1Story
## 827      1Story      IR1           7     12.11121        1260       1Story
## 828      1Story      IR1           7     12.36734        2048       1Story
## 829      1Story      Reg           7     12.30138        1782       1Story
## 830      2Story      IR1           6     12.51356        1330       2Story
## 831      1Story      Reg           6     11.98916        1211       1Story
## 832      2Story      Reg           5     11.89751         720       2Story
## 833      1Story      Reg           6     11.98230        1444       1Story
## 834      2Story      Reg           7     12.23077         803       2Story
## 835      1Story      Reg           5     11.96400        1176       1Story
## 836      2Story      IR1           8     12.63134        1236       2Story
## 837      2Story      Reg           5     11.79810         896       2Story
## 838      1Story      Reg           6     11.92504        1054       1Story
## 839      1Story      Reg           4     11.62536         936       1Story
## 840      1Story      Reg           5     11.71994         864       1Story
## 841      1Story      IR1           4     11.61954         864       1Story
## 842      2Story      Reg           6     11.54636         483       2Story
## 843      2Story      Reg           6     11.51293         483       2Story
## 844      2Story      Reg           6     11.51791         483       2Story
## 845      2Story      Reg           6     11.57119         483       2Story
## 846      2Story      Reg           6     11.40199         483       2Story
## 847      2Story      Reg           5     11.62402         630       2Story
## 848      2Story      Reg           6     11.87060         855       2Story
## 849      1Story      Reg           7     11.90834        1055       1Story
## 850      1Story      Reg           5     11.60824         864       1Story
## 851      1Story      Reg           8     12.94204        2418       1Story
## 852      1Story      IR1           9     12.85579        1950       1Story
## 853      2Story      Reg          10     13.03898        1620       2Story
## 854      2Story      IR1           9     12.84529        1414       2Story
## 855      2Story      Reg           8     12.42922         948       2Story
## 856      2Story      IR1           8     12.66350        1148       2Story
## 857      1Story      Reg          10     13.32938        2535       1Story
## 858      2Story      IR1           9     12.92999        1572       2Story
## 859      2Story      Reg           7     12.55673         998       2Story
## 860      1Story      IR1           8     12.55673        1603       1Story
## 861      2Story      Reg           8     12.95098        1479       2Story
## 862      2Story      IR1           8     12.82126        1765       2Story
## 863      1Story      IR3           7     12.16525        1367       1Story
## 864      1Story      IR1           8     12.52088        1518       1Story
## 865      1Story      IR1           9     12.49125        1684       1Story
## 866      1Story      Reg           8     12.36414        1342       1Story
## 867      1Story      Reg           8     12.29911        1342       1Story
## 868      2Story      Reg           7     11.95118         764       2Story
## 869      2Story      Reg           7     11.94471         764       2Story
## 870      1Story      Reg           7     12.24047        1358       1Story
## 871      1Story      Reg           7     12.18075        1415       1Story
## 872      1Story      Reg           7     12.30134        1393       1Story
## 873      1Story      Reg           7     12.16003        1346       1Story
## 874      1Story      Reg           7     11.98227        1266       1Story
## 875      2Story      IR1           6     12.09514         789       2Story
## 876      2Story      IR1           6     12.17045         839       2Story
## 877        SLvl      IR1           7     12.15478         856         SLvl
## 878      2Story      IR1           6     12.07824         728       2Story
## 879      2Story      IR1           7     12.14420         840       2Story
## 880      2Story      IR1           7     12.26905         847       2Story
## 881      2Story      IR1           6     12.13619         936       2Story
## 882      2Story      IR1           7     12.33160         982       2Story
## 883      2Story      IR1           7     12.12269         788       2Story
## 884      2Story      Reg           7     12.07824         707       2Story
## 885      2Story      IR1           7     12.32386        1037       2Story
## 886      2Story      IR1           7     12.13296         831       2Story
## 887      2.5Unf      Reg           8     12.55849        1173       2.5Unf
## 888      2Story      Reg           8     12.66033        1470       2Story
## 889      2Story      IR1           8     12.42922        1145       2Story
## 890      2Story      Reg           9     12.58108        1519       2Story
## 891      1Story      IR1           8     12.76569        1982       1Story
## 892      2Story      IR1           7     12.54076        1064       2Story
## 893      2Story      IR1           8     12.57764        1242       2Story
## 894      1Story      IR1           8     12.76569        2109       1Story
## 895      2Story      Reg           7     12.73964        1311       2Story
## 896      2Story      Reg           7     12.56898        1080       2Story
## 897      2Story      IR1           7     12.50987        1223       2Story
## 898      1Story      IR1           8     12.61653        1986       1Story
## 899      2Story      IR1           6     12.27373         894       2Story
## 900      1Story      IR1           8     12.35449        1574       1Story
## 901      1Story      IR1           7     12.38839        1578       1Story
## 902      1Story      Reg           8     12.40901        1563       1Story
## 903      2Story      Reg           8     12.45683        1341       2Story
## 904      1Story      Reg           8     12.41714        1460       1Story
## 905      2Story      Reg           7     12.33138         866       2Story
## 906      2Story      Reg           8     12.42922        1053       2Story
## 907      2Story      Reg           7     12.42922        1026       2Story
## 908      2Story      Reg           7     12.23539         813       2Story
## 909      1Story      Reg           8     12.45293        1660       1Story
## 910      2Story      IR1           6     12.24289         864       2Story
## 911      1Story      Reg           7     11.85652        1080       1Story
## 912      2Story      Reg           6     12.14420         835       2Story
## 913      2Story      Reg           7     12.16785         835       2Story
## 914      1Story      Reg           6     11.89136        1175       1Story
## 915      1Story      Reg           5     11.97666        1114       1Story
## 916      1Story      Reg           6     11.95118        1114       1Story
## 917      2Story      IR1           6     12.06105         798       2Story
## 918      1Story      Reg           7     12.04355        1162       1Story
## 919      2Story      IR1           6     12.11176         754       2Story
## 920      2Story      IR1           6     12.00151         886       2Story
## 921      1Story      Reg           6     12.17303        1408       1Story
## 922      2Story      IR2           7     12.14950         832       2Story
## 923      2Story      Reg           6     12.15741         827       2Story
## 924      2Story      Reg           7     12.07254         836       2Story
## 925      1Story      Reg           6     12.09626        1278       1Story
## 926      2Story      IR1           6     12.13886         832       2Story
## 927      1Story      Reg           6     12.17045        1604       1Story
## 928      1Story      Reg           6     11.94406        1199       1Story
## 929      1Story      Reg           5     11.75979         984       1Story
## 930      1Story      IR2           5     11.87757         912       1Story
## 931      1Story      Reg           5     11.81303         864       1Story
## 932      1Story      Reg           5     11.65269         890       1Story
## 933      1Story      IR1           6     11.86358         912       1Story
## 934      1Story      Reg           6     12.16525        1430       1Story
## 935      1.5Fin      Reg           5     11.84940        1001       1.5Fin
## 936      2Story      IR1           6     12.57764         930       2Story
## 937      1.5Fin      Reg           9     12.82799        1848       1.5Fin
## 938      1Story      IR2           7     12.18587        1391       1Story
## 939      2Story      IR1           7     12.05467         625       2Story
## 940      1Story      IR1           7     12.08954        1235       1Story
## 941      2Story      Reg           6     12.01370         600       2Story
## 942      2Story      Reg           7     12.09737         744       2Story
## 943      2Story      Reg           6     12.06047         744       2Story
## 944      1Story      IR1           9     12.61154        1614       1Story
## 945      1Story      IR1           9     12.56024        1310       1Story
## 946      1Story      IR1           9     12.57764        1419       1Story
## 947      1Story      IR1           9     12.62807        1557       1Story
## 948      2Story      Reg           7     11.98293         600       2Story
## 949        SLvl      Reg           7     12.04355         672         SLvl
## 950      2Story      IR1           7     12.31493         858       2Story
## 951      2Story      Reg           8     12.04355         960       2Story
## 952      2Story      Reg           8     12.20607         960       2Story
## 953      2Story      IR1          10     12.75130         970       2Story
## 954      1Story      IR2           8     12.41105        1260       1Story
## 955      1Story      IR2           8     12.28995        1230       1Story
## 956      1Story      IR1           8     12.68850        1719       1Story
## 957      1Story      IR1           6     11.99843        1232       1Story
## 958      2Story      IR1           9     11.91839         994       2Story
## 959      1Story      Reg           8     12.57764        1426       1Story
## 960      2Story      Reg           7     12.23077         952       2Story
## 961      1Story      Reg           7     12.06681        1304       1Story
## 962        SLvl      IR1           6     12.11724        1427         SLvl
## 963      1Story      Reg           6     11.91839        1740       1Story
## 964      1Story      IR1           7     12.27839        1620       1Story
## 965      1Story      Reg           5     11.85296        1625       1Story
## 966      2Story      Reg           6     12.38839        1522       2Story
## 967      2Story      Reg           5     11.85652         732       2Story
## 968      1Story      Reg           5     11.89819         912       1Story
## 969      1Story      Reg           5     11.81303         912       1Story
## 970      1Story      IR1           5     11.88449        1728       1Story
## 971      1Story      IR1           5     11.86780        1728       1Story
## 972      1Story      IR1           5     11.81303        1656       1Story
## 973      2Story      IR1           7     12.04355         825       2Story
## 974      2Story      IR1           8     12.61087        1142       2Story
## 975      2Story      Reg           6     12.12811         901       2Story
## 976      2Story      Reg           6     12.06105         800       2Story
## 977      SFoyer      IR1           7     12.09178         944       SFoyer
## 978      2Story      Reg           7     12.07824         832       2Story
## 979      1Story      IR1           5     11.49272           0       1Story
## 980      1Story      IR1           4     11.59918         907       1Story
## 981      1Story      IR1           4     11.81857         952       1Story
## 982      1Story      Reg           5     11.95118        1120       1Story
## 983      1Story      IR1           6     12.10349        1425       1Story
## 984        SLvl      Reg           6     12.07197        1127         SLvl
## 985      1Story      Reg           6     11.84940        1136       1Story
## 986      1Story      Reg           6     11.88449        1092       1Story
## 987        SLvl      Reg           5     12.10016        1219         SLvl
## 988        SLvl      Reg           6     12.03469        1248         SLvl
## 989      1Story      IR1           5     11.88793        1053       1Story
## 990      1Story      IR1           6     11.86358        1252       1Story
## 991      1Story      IR1           4     11.85652        1100       1Story
## 992      1Story      IR1           5     11.93819        1118       1Story
## 993      1Story      IR1           3     11.19134           0       1Story
## 994      1.5Unf      Reg           5     11.67844         991       1.5Unf
## 995      2Story      IR1           4     11.37366         348       2Story
## 996      1Story      Reg           5     11.86005        1296       1Story
## 997      1Story      Reg           5     11.86005         572       1Story
## 998        SLvl      Reg           6     12.01673         992         SLvl
## 999      1Story      Reg           5     11.63426        1036       1Story
## 1000     2Story      IR1           7     12.21503         864       2Story
## 1001     1Story      IR1           6     12.00151        1362       1Story
## 1002     1Story      Reg           5     11.84904        1144       1Story
## 1003       SLvl      IR1           6     12.01370        1099         SLvl
## 1004     2Story      Reg           6     12.33271        1104       2Story
## 1005     1Story      IR1           5     11.81303        1098       1Story
## 1006     1Story      Reg           5     11.72804        1144       1Story
## 1007     1Story      Reg           5     11.84940         931       1Story
## 1008     1Story      Reg           5     11.82408        1176       1Story
## 1009     1Story      Reg           5     12.12811        1248       1Story
## 1010     1Story      Reg           6     12.00151        1261       1Story
## 1011     1Story      IR1           6     12.02455        1395       1Story
## 1012     1Story      Reg           6     11.84223        1196       1Story
## 1013     1Story      IR1           6     12.01974        1392       1Story
## 1014     1Story      Reg           6     11.82041        1080       1Story
## 1015     1Story      Reg           5     11.79810        1104       1Story
## 1016     1Story      Reg           5     11.66135         720       1Story
## 1017     1Story      IR1           5     11.83138        1152       1Story
## 1018     1Story      Reg           5     11.77529         984       1Story
## 1019     1Story      Reg           6     12.10071         998       1Story
## 1020     1Story      Reg           5     11.89136        1824       1Story
## 1021     1Story      Reg           4     11.40645           0       1Story
## 1022     1.5Fin      Reg           5     11.64395         747       1.5Fin
## 1023     1.5Fin      Reg           5     11.84940         913       1.5Fin
## 1024     1Story      Reg           4     11.37251         672       1Story
## 1025     1.5Fin      Reg           5     11.84223         892       1.5Fin
## 1026     2Story      Reg           4     11.57355           0       2Story
## 1027     2Story      IR1           6     12.04942         858       2Story
## 1028     1Story      IR1           5     11.84223         912       1Story
## 1029     1Story      IR1           7     12.13350        1312       1Story
## 1030     1Story      IR1           6     11.96400        1253       1Story
## 1031     1Story      IR1           6     11.90497        1081       1Story
## 1032     1Story      IR2           7     12.39669         585       1Story
## 1033     1Story      Reg           5     11.66135         105       1Story
## 1034     1Story      Reg           5     11.97666        1256       1Story
## 1035     1Story      Reg           5     11.74324        1027       1Story
## 1036     1Story      Reg           5     11.95118        1269       1Story
## 1037     1.5Fin      Reg           6     11.83501         768       1.5Fin
## 1038     1.5Unf      Reg           6     11.63071         936       1.5Unf
## 1039     1.5Unf      Reg           6     11.56647         832       1.5Unf
## 1040     1.5Fin      Reg           6     11.75587         854       1.5Fin
## 1041     1.5Fin      Reg           5     11.91839         768       1.5Fin
## 1042     1Story      Reg           5     11.60368         825       1Story
## 1043     2Story      Reg           6     11.84940         780       2Story
## 1044     2Story      Reg           6     12.03112         780       2Story
## 1045     1Story      Reg           5     11.82679        1117       1Story
## 1046     1Story      IR3           5     11.19821         680       1Story
## 1047     2Story      Reg           5     11.96718         650       2Story
## 1048     1.5Fin      Reg           5     11.71668         780       1.5Fin
## 1049     2Story      Reg           5     11.61729         680       2Story
## 1050     1Story      Reg           5     11.06664         672       1Story
## 1051     2.5Unf      Reg           6     11.84582         728       2.5Unf
## 1052     1.5Fin      Reg           4     11.67844         828       1.5Fin
## 1053     1.5Fin      Reg           5     11.71382         936       1.5Fin
## 1054     1Story      Reg           7     11.69525         931       1Story
## 1055     1.5Fin      Reg           6     11.95118         884       1.5Fin
## 1056     1Story      Reg           5     11.26446         481       1Story
## 1057     1.5Fin      Reg           5     11.46163         684       1.5Fin
## 1058     1Story      Reg           5     11.89819         924       1Story
## 1059     1.5Fin      Reg           5     11.84940         904       1.5Fin
## 1060     1Story      Reg           5     11.63071         928       1Story
## 1061     1Story      Reg           4     11.58896         901       1Story
## 1062     2.5Fin      Reg           7     12.59473        1470       2.5Fin
## 1063     2Story      Reg           5     11.84582         797       2Story
## 1064     1.5Fin      IR1           5     11.94406         876       1.5Fin
## 1065     2Story      Reg           7     11.79056         624       2Story
## 1066     1.5Fin      Reg           5     11.64395         346       1.5Fin
## 1067     2Story      Reg           5     11.77529         973       2Story
## 1068     2.5Unf      Reg           6     11.77144         735       2.5Unf
## 1069     2Story      Reg           5     11.77066         572       2Story
## 1070     2Story      Reg           7     11.98916         689       2Story
## 1071     1.5Fin      Reg           6     12.00151         482       1.5Fin
## 1072     2.5Unf      Reg           6     11.75979         742       2.5Unf
## 1073     2Story      Reg           8     11.71178         684       2Story
## 1074     1.5Fin      Reg           7     11.66907         572       1.5Fin
## 1075     2.5Unf      Reg          10     12.69158        1237       2.5Unf
## 1076     2Story      Reg           7     12.12269        1313       2Story
## 1077     1Story      Reg           5     11.60824         984       1Story
## 1078     1.5Fin      Reg           5     11.78676        1050       1.5Fin
## 1079     1Story      Reg           5     11.48247           0       1Story
## 1080     1Story      Reg           4     11.65703         869       1Story
## 1081     1Story      IR1           5     11.83501        1008       1Story
## 1082     1Story      Reg           5     11.28351         742       1Story
## 1083     1.5Fin      Reg           5     11.93819        1024       1.5Fin
## 1084     1.5Unf      Reg           5     11.60368         784       1.5Unf
## 1085     1.5Fin      Reg           5     11.72804         672       1.5Fin
## 1086     2Story      Reg           6     11.57965         554       2Story
## 1087     1.5Fin      Reg           6     12.01309         981       1.5Fin
## 1088     1Story      Reg           5     11.68688         949       1Story
## 1089     1.5Fin      Reg           6     11.69525         862       1.5Fin
## 1090     1.5Fin      Reg           6     11.96400         825       1.5Fin
## 1091     1.5Fin      Reg           6     11.56172         739       1.5Fin
## 1092     1.5Unf      Reg           6     11.63514         992       1.5Unf
## 1093     1.5Fin      IR1           5     11.65269         565       1.5Fin
## 1094     1.5Fin      Reg           4     11.71994         704       1.5Fin
## 1095     1.5Fin      Reg           5     12.00089        1078       1.5Fin
## 1096     2Story      Reg           5     11.72400        1100       2Story
## 1097     2Story      IR1           6     11.75979         611       2Story
## 1098     1Story      IR1           4     11.13459         520       1Story
## 1099     1.5Fin      Reg           6     12.24047         833       1.5Fin
## 1100     1.5Fin      Reg           7     12.12269        1026       1.5Fin
## 1101     1.5Fin      Reg           6     11.99843         810       1.5Fin
## 1102     1.5Fin      Reg           5     11.88449         883       1.5Fin
## 1103     1Story      Reg           6     11.77529         816       1Story
## 1104     2.5Unf      Reg           6     11.98293        1242       2.5Unf
## 1105     2Story      Reg           8     11.98916         588       2Story
## 1106     1.5Fin      Reg           6     11.75587         796       1.5Fin
## 1107     1Story      IR1           6     11.44945         768       1Story
## 1108     1.5Fin      Reg           5     11.69525         880       1.5Fin
## 1109     1Story      Reg           6     11.75587        1040       1Story
## 1110     1.5Fin      Reg           6     11.75194         768       1.5Fin
## 1111     1.5Fin      IR1           6     11.40199         319       1.5Fin
## 1112     1Story      IR1           5     11.73607         825       1Story
## 1113     1Story      Reg           5     11.35041         451       1Story
## 1114     2Story      Reg           3     11.31904         536       2Story
## 1115     1.5Fin      Reg           6     11.81303         756       1.5Fin
## 1116     1Story      Reg           5     11.80560         952       1Story
## 1117     1.5Fin      Reg           5     11.81303         720       1.5Fin
## 1118     1.5Fin      Reg           5     11.75587         644       1.5Fin
## 1119     1Story      Reg           5     11.77144        1040       1Story
## 1120       SLvl      Reg           6     11.96718        1008         SLvl
## 1121     1Story      IR1           5     11.88449         992       1Story
## 1122     1Story      IR1           5     11.77529         894       1Story
## 1123     SFoyer      IR1           6     11.93819         450       SFoyer
## 1124     1Story      IR1           5     11.69525        1073       1Story
## 1125     SFoyer      IR1           5     11.93164        1060       SFoyer
## 1126     1Story      Reg           5     11.28978        1006       1Story
## 1127     1Story      IR1           5     11.91405        1228       1Story
## 1128     1Story      Reg           5     11.88380         960       1Story
## 1129     1Story      Reg           6     12.12811         988       1Story
## 1130     1Story      Reg           5     12.01370        1383       1Story
## 1131     1Story      Reg           6     12.36734        1602       1Story
## 1132     1Story      Reg           5     11.58989         672       1Story
## 1133       SLvl      Reg           5     11.87757         864         SLvl
## 1134     1Story      Reg           6     12.06105        1291       1Story
## 1135     2Story      Reg           7     12.16525        1160       2Story
## 1136     1Story      IR1           7     12.40901        1524       1Story
## 1137       SLvl      IR1           6     12.08391        1019         SLvl
## 1138     1.5Fin      Reg           7     11.74086         570       1.5Fin
## 1139     1Story      IR1           6     11.95118        1094       1Story
## 1140     1.5Fin      IR2           6     12.38839         907       1.5Fin
## 1141     1Story      Reg           5     12.46844        1580       1Story
## 1142     1.5Fin      Reg           6     12.12811        1163       1.5Fin
## 1143     2Story      Reg           6     12.36734        1127       2Story
## 1144     1Story      Reg           5     11.98230        1509       1Story
## 1145     SFoyer      Reg           5     11.50892         864       SFoyer
## 1146     2Story      Reg           6     11.80932         621       2Story
## 1147     1.5Fin      Reg           5     11.68688         861       1.5Fin
## 1148     2Story      Reg           5     11.58525        1117       2Story
## 1149     1Story      Reg           5     11.73607        1164       1Story
## 1150     1.5Fin      Reg           6     11.27720         572       1.5Fin
## 1151     1.5Fin      Reg           5     11.46163         616       1.5Fin
## 1152     2Story      Reg           7     12.47717        1475       2Story
## 1153     2Story      IR3           6     12.46844        1077       2Story
## 1154     1Story      Reg           7     12.33050        1602       1Story
## 1155     2Story      IR2           7     12.32386         812       2Story
## 1156       SLvl      IR1           7     12.34148         672         SLvl
## 1157     1Story      IR1           8     12.42320        1615       1Story
## 1158     2Story      IR2           7     12.33710        1080       2Story
## 1159       SLvl      IR2           8     12.32386        1401         SLvl
## 1160     1Story      IR1           6     12.18075        1182       1Story
## 1161     2Story      IR1           6     12.20607         616       2Story
## 1162     1Story      Reg           5     11.95118         990       1Story
## 1163     1Story      Reg           5     11.87757        1099       1Story
## 1164     1Story      IR2           5     11.88449         990       1Story
## 1165     1Story      IR1           7     12.32829        1418       1Story
## 1166     2Story      IR1           6     12.28164         864       2Story
## 1167     2Story      IR1           7     12.24289         782       2Story
## 1168     2Story      IR1           7     12.14420         880       2Story
## 1169     1Story      IR1           7     12.16003        1468       1Story
## 1170     1Story      IR1           7     12.30592        1494       1Story
## 1171     2Story      Reg           7     12.35234         963       2Story
## 1172     2Story      IR1           7     12.36734         928       2Story
## 1173     2Story      IR1           7     12.31717         920       2Story
## 1174     1Story      IR1           5     11.77721         938       1Story
## 1175       SLvl      Reg           5     11.91772         985         SLvl
## 1176     1Story      IR1           5     11.97035         864       1Story
## 1177       SLvl      IR1           6     11.89819         940         SLvl
## 1178     1Story      IR1           5     11.60824         924       1Story
## 1179     1Story      IR1           5     11.75194         864       1Story
## 1180     1Story      Reg           5     11.73527         780       1Story
## 1181     1Story      Reg           8     12.34583        1777       1Story
## 1182     2Story      Reg           8     12.37582        1128       2Story
## 1183     2Story      IR1           7     12.36734         992       2Story
## 1184     2Story      Reg           7     12.34801        1257       2Story
## 1185     2Story      IR1           8     12.34583        1004       2Story
## 1186     2Story      IR1           7     12.31268        1153       2Story
## 1187     2Story      Reg           8     12.56724        1055       2Story
## 1188     2Story      IR1           9     12.52088        1357       2Story
## 1189     1Story      IR2           8     12.61154        1778       1Story
## 1190     2Story      Reg           8     12.45254        1128       2Story
## 1191     2Story      Reg           7     12.32341         884       2Story
## 1192     2Story      IR2           7     12.38839        1129       2Story
## 1193     2Story      IR1           7     12.11724         798       2Story
## 1194     2Story      IR1           8     12.24047         850       2Story
## 1195     2Story      Reg           7     12.25486         915       2Story
## 1196     1Story      Reg           6     11.82408         848       1Story
## 1197     1Story      Reg           6     11.88449         848       1Story
## 1198     1Story      Reg           6     12.24961        1478       1Story
## 1199     1Story      Reg           7     12.27373        1536       1Story
## 1200     2Story      Reg           7     12.24769         856       2Story
## 1201     1Story      Reg           7     12.13619        1445       1Story
## 1202     1Story      Reg           7     12.25486        1436       1Story
## 1203     2Story      Reg           7     12.13296         770       2Story
## 1204     1Story      Reg           8     12.10016        1234       1Story
## 1205     1Story      Reg           7     12.29608        1564       1Story
## 1206     1Story      Reg           7     12.17045        1351       1Story
## 1207     2Story      Reg           7     12.14950         728       2Story
## 1208     1Story      Reg           6     11.91371         848       1Story
## 1209     1Story      Reg           6     11.85652         848       1Story
## 1210     1Story      Reg           6     11.91170         848       1Story
## 1211     1Story      Reg           6     11.88103         848       1Story
## 1212     1Story      Reg           5     11.35041         796       1Story
## 1213     1.5Fin      Reg           5     11.89068        1272       1.5Fin
## 1214     1Story      Reg           5     11.90158        1256       1Story
## 1215     SFoyer      Reg           5     12.01370         456       SFoyer
## 1216     1Story      Reg           6     11.81303        1127       1Story
## 1217     1Story      Reg           5     11.58989         996       1Story
## 1218     SFoyer      Reg           4     11.83138        1138       SFoyer
## 1219     2Story      Reg           7     12.01612         746       2Story
## 1220       SLvl      IR1           6     11.89819        1029         SLvl
## 1221     2Story      Reg           6     11.98605         684       2Story
## 1222     1Story      Reg           4     12.07824        1132       1Story
## 1223     1Story      IR1           5     12.55919           0       1Story
## 1224       SLvl      Reg           6     11.90497         547         SLvl
## 1225     1Story      Reg           4     11.31447           0       1Story
## 1226     1Story      Reg           4     11.31447           0       1Story
## 1227     1Story      Reg           4     11.67844        1440       1Story
## 1228     1Story      Reg           4     11.32055           0       1Story
## 1229     1Story      Reg           4     11.42846         784       1Story
## 1230     1.5Fin      Reg           5     11.69525         585       1.5Fin
## 1231     1Story      Reg           4     11.50288         911       1Story
## 1232     1.5Fin      Reg           5     11.77913         768       1.5Fin
## 1233     1.5Fin      Reg           4     11.81303         941       1.5Fin
## 1234     1.5Fin      IR1           5     11.81673         816       1.5Fin
## 1235     1.5Fin      Reg           4     11.58989         949       1.5Fin
## 1236     1Story      Reg           5     11.49272         864       1Story
## 1237     1Story      Reg           3     11.11245         864       1Story
## 1238     2Story      Reg           5     11.81967         780       2Story
## 1239     2Story      IR1           6     11.84940         672       2Story
## 1240     2.5Fin      Reg           5     12.09793         720       2.5Fin
## 1241     1.5Fin      Reg           6     11.82408        1181       1.5Fin
## 1242     1Story      Reg           7     12.03172        1228       1Story
## 1243     2Story      Reg           5     12.14950         612       2Story
## 1244     2Story      Reg           6     11.88449         644       2Story
## 1245     2Story      Reg           6     12.08391         840       2Story
## 1246     1.5Fin      Reg           6     11.90158         676       1.5Fin
## 1247     1Story      Reg           6     11.41861         768       1Story
## 1248     2Story      Reg           8     12.35017         798       2Story
## 1249     2Story      IR1           6     11.83501         784       2Story
## 1250     2Story      Reg           7     11.91170         776       2Story
## 1251     2Story      IR1           6     12.14791         715       2Story
## 1252     1.5Fin      IR1           5     11.60824         884       1.5Fin
## 1253     1Story      IR1           6     11.55215        1091       1Story
## 1254     1.5Fin      IR1           8     12.85055         728       1.5Fin
## 1255     1.5Fin      IR1           7     12.64915         798       1.5Fin
## 1256     1.5Fin      Reg           7     12.48143         832       1.5Fin
## 1257     1Story      IR1           5     12.37370        1898       1Story
## 1258     1Story      IR1           6     12.31940        1296       1Story
## 1259     2Story      Reg           6     11.66565         516       2Story
## 1260     2Story      Reg           6     11.92504         716       2Story
## 1261     1Story      Reg           6     11.74404         894       1Story
## 1262     1.5Fin      Reg           6     11.69525         720       1.5Fin
## 1263     1Story      Reg           4     10.91509         796       1Story
## 1264     1Story      Reg           6     11.69941         816       1Story
## 1265     1Story      Reg           5     11.69941         740       1Story
## 1266     1.5Fin      Reg           5     11.68688         780       1.5Fin
## 1267     1Story      Reg           5     11.50791         520       1Story
## 1268     1.5Fin      Reg           5     12.01673        1151       1.5Fin
## 1269     1Story      IR1           7     12.42922        1594       1Story
## 1270     1Story      IR1           8     12.52453        1594       1Story
## 1271     1Story      IR2           7     12.61154        1840       1Story
## 1272     1Story      IR1           8     12.50987        1568       1Story
## 1273     2Story      Reg           7     12.26905         910       2Story
## 1274       SLvl      Reg           6     12.04942        1096         SLvl
## 1275     1Story      Reg           6     12.05234        1196       1Story
## 1276     1Story      Reg           4     12.33929        1680       1Story
## 1277     1Story      IR1           7     12.39462        1277       1Story
## 1278     1Story      IR1           8     12.59134        1518       1Story
## 1279       SLvl      Reg           5     12.05815         352         SLvl
## 1280       SLvl      Reg           5     12.02874         384         SLvl
## 1281     1Story      IR1           6     11.91839        1495       1Story
## 1282     1Story      Reg           6     12.10071        1256       1Story
## 1283     1Story      IR1           8     12.35665        1432       1Story
## 1284     1Story      IR1           6     12.18075        1666       1Story
## 1285     2Story      Reg           8     12.62807        1482       2Story
## 1286     1Story      IR1           8     12.60737        1884       1Story
## 1287     1Story      IR1           8     12.82126        1964       1Story
## 1288     1Story      Reg           6     11.98605        1189       1Story
## 1289     SFoyer      Reg           4     12.06105        1200       SFoyer
## 1290     1Story      Reg           5     11.72804        1040       1Story
## 1291     2Story      Reg           5     11.65269         264       2Story
## 1292     2Story      Reg           5     11.77144         550       2Story
## 1293     SFoyer      Reg           4     11.56172         526       SFoyer
## 1294       SLvl      Reg           4     11.46058         462         SLvl
## 1295     1Story      IR1           5     11.93492        1113       1Story
## 1296     2Story      Reg           6     11.49272         546       2Story
## 1297     SFoyer      Reg           4     11.30220         630       SFoyer
## 1298     1Story      Reg           5     11.63514         988       1Story
## 1299     1Story      Reg           5     11.76368         816       1Story
## 1300     1Story      IR1           5     11.69107         876       1Story
## 1301     1Story      Reg           5     11.77913         816       1Story
## 1302     1Story      Reg           5     11.83501         816       1Story
## 1303     1Story      Reg           5     11.80932         845       1Story
## 1304     1Story      Reg           5     11.83138         864       1Story
## 1305     1Story      Reg           6     12.02754        1587       1Story
## 1306     1Story      Reg           7     12.02575        1277       1Story
## 1307     1Story      IR1           7     12.40492        2223       1Story
## 1308     1Story      IR1           8     12.49874        2217       1Story
## 1309     2Story      IR1           7     12.32386         847       2Story
## 1310     2Story      IR1           6     12.03172         806       2Story
## 1311     2Story      IR2           6     12.08391         794       2Story
## 1312     2Story      IR1           6     12.03765         916       2Story
## 1313       SLvl      IR1           6     11.99226         384         SLvl
## 1314     1Story      Reg           8     12.43321        1494       1Story
## 1315       SLvl      IR1           6     11.98293         392         SLvl
## 1316     2Story      Reg           7     12.09374         691       2Story
## 1317     1Story      Reg           7     12.07824        1237       1Story
## 1318     2Story      Reg           6     12.22588         938       2Story
## 1319     1Story      IR1           7     11.98293        1168       1Story
## 1320       SLvl      IR1           7     11.98293         384         SLvl
## 1321       SLvl      IR1           7     12.00701         384         SLvl
## 1322     2Story      IR1           6     12.03172         903       2Story
## 1323     1Story      Reg           8     12.04355        1074       1Story
## 1324     1Story      IR1           8     12.11176        1166       1Story
## 1325     1Story      IR1           8     12.26434        1312       1Story
## 1326     1Story      IR1           9     12.84113        1922       1Story
## 1327     2Story      IR1           8     12.76359        1149       2Story
## 1328     1Story      IR1           9     12.67576        1612       1Story
## 1329     1Story      IR1           8     12.99890        2220       1Story
## 1330     1Story      IR1           6     12.11669        1440       1Story
## 1331     2Story      Reg           7     12.07824         725       2Story
## 1332     1Story      Reg           7     12.26905        1529       1Story
## 1333     2Story      IR1           7     12.16525         780       2Story
## 1334     2Story      Reg           7     12.15478         808       2Story
## 1335     2Story      IR1           6     12.18075         848       2Story
## 1336       SLvl      IR1           6     11.90497        1032         SLvl
## 1337     1Story      Reg           6     11.92834        1153       1Story
## 1338       SLvl      Reg           7     12.19096         539         SLvl
## 1339     1Story      Reg           6     12.16707        1259       1Story
## 1340     1Story      IR1           6     12.04355        1625       1Story
## 1341     1Story      IR1           5     12.07254        1484       1Story
## 1342     2Story      Reg           6     12.07254         702       2Story
## 1343     2Story      Reg           7     12.19552         793       2Story
## 1344       SLvl      IR1           7     12.06681        1228         SLvl
## 1345     2Story      Reg           6     12.09458        1084       2Story
## 1346       SLvl      Reg           5     11.84223         372         SLvl
## 1347     1Story      IR1           6     11.87235         981       1Story
## 1348     2Story      IR1           7     12.12269         725       2Story
## 1349     1Story      Reg           5     11.79810         914       1Story
## 1350     1Story      IR1           5     11.69107         950       1Story
## 1351     1Story      Reg           4     11.71994         858       1Story
## 1352     1Story      IR1           4     11.60824         858       1Story
## 1353     1Story      Reg           4     11.75979         914       1Story
## 1354     1Story      Reg           4     11.69941         864       1Story
## 1355     SFoyer      Reg           7     11.79810         723       SFoyer
## 1356     1Story      IR1           6     11.95118        1337       1Story
## 1357     1Story      IR2           6     12.08391        1405       1Story
## 1358     2Story      Reg           6     11.63956         525       2Story
## 1359     2Story      Reg           6     11.63514         672       2Story
## 1360     2Story      Reg           6     11.64132         672       2Story
## 1361     2Story      Reg           5     11.57119         630       2Story
## 1362     1Story      IR1           6     11.75979        1078       1Story
## 1363     2Story      Reg           6     11.95118         804       2Story
## 1364     1Story      Reg           7     11.86710        1061       1Story
## 1365     1Story      Reg           5     11.76950         988       1Story
## 1366     1Story      Reg          10     13.01700        1994       1Story
## 1367     2Story      Reg           9     12.84793        2153       2Story
## 1368     1Story      IR1           8     12.42922        1626       1Story
## 1369     2Story      IR1           9     12.94324        1704       2Story
## 1370     2Story      Reg           8     12.66666        1143       2Story
## 1371     1Story      IR1           9     12.82665        1802       1Story
## 1372     2Story      IR1           8     12.74257        1706       2Story
## 1373     2Story      IR1           8     12.77705        1136       2Story
## 1374     2Story      Reg           8     12.76569        1317       2Story
## 1375     2Story      Reg           8     12.56024        1181       2Story
## 1376     1Story      IR1           7     12.41187        1614       1Story
## 1377     1Story      IR1           8     12.35750        1721       1Story
## 1378     1Story      IR1           6     12.17922        1362       1Story
## 1379     1Story      Reg           6     12.20607        1302       1Story
## 1380     1Story      IR1           6     12.24047        1362       1Story
## 1381     1Story      Reg           8     12.25248        1554       1Story
## 1382     1Story      Reg           8     12.25248        1554       1Story
## 1383     1Story      IR1           8     12.21850        1370       1Story
## 1384     1Story      IR1           9     12.54254        1577       1Story
## 1385     1Story      Reg           9     12.53358        1561       1Story
## 1386     1Story      Reg           7     12.20607        1405       1Story
## 1387     2Story      Reg           6     12.07824         768       2Story
## 1388     1Story      IR1           6     12.22096        1326       1Story
## 1389     1Story      Reg           8     12.33050        1406       1Story
## 1390     1Story      IR3           7     12.46458        1530       1Story
## 1391       SLvl      IR2           7     12.14685         835         SLvl
## 1392       SLvl      IR1           7     12.07254         384         SLvl
## 1393     2Story      IR1           7     12.27839         847       2Story
## 1394     2Story      IR1           7     12.11997         840       2Story
## 1395       SLvl      IR1           7     12.01673         384         SLvl
## 1396     2Story      Reg           7     12.25961         847       2Story
## 1397     2Story      IR1           7     12.29911         854       2Story
## 1398     2Story      Reg           6     12.07254         953       2Story
## 1399       SLvl      IR1           7     12.04355         384         SLvl
## 1400     2Story      Reg           7     11.99535         660       2Story
## 1401     2Story      IR1           6     12.13886         915       2Story
## 1402     2Story      IR1           6     12.12811         941       2Story
## 1403     2Story      IR1           8     12.85970        1779       2Story
## 1404     2Story      Reg           8     12.42118         969       2Story
## 1405     1Story      Reg          10     13.05301        2633       1Story
## 1406     2Story      IR1           9     12.92391        1408       2Story
## 1407     2Story      IR1           8     12.68386        1389       2Story
## 1408     2Story      Reg           7     12.43718        1066       2Story
## 1409     2Story      IR1           7     12.50540        1117       2Story
## 1410     2Story      IR1           7     12.66271        1379       2Story
## 1411     2Story      IR1           8     12.57764        1318       2Story
## 1412     1Story      IR1           8     12.97154        3200       1Story
## 1413     2Story      Reg           8     12.47991        1105       2Story
## 1414     2Story      IR1           8     12.70685        1325       2Story
## 1415     1Story      IR1           9     12.67608        1905       1Story
## 1416     1Story      IR1           8     12.55293        1485       1Story
## 1417     1Story      Reg           8     12.27839        1524       1Story
## 1418     1Story      IR1           8     12.44902        1623       1Story
## 1419     1Story      Reg           8     12.33271        1588       1Story
## 1420     1Story      Reg           8     12.46844        1538       1Story
## 1421     1Story      Reg           7     12.42521        1494       1Story
## 1422     1Story      Reg           8     12.63460        1686       1Story
## 1423     2Story      Reg           7     12.42922         982       2Story
## 1424     2Story      Reg           8     12.30727        1302       2Story
## 1425     2Story      Reg           8     12.50618        1088       2Story
## 1426     1Story      Reg           8     12.42802        1656       1Story
## 1427     1Story      IR1           8     12.44114        1685       1Story
## 1428     2Story      IR1           8     12.73670        1580       2Story
## 1429     1Story      Reg           7     11.89819        1143       1Story
## 1430     1Story      Reg           5     11.91170        1094       1Story
## 1431     1Story      IR1           7     12.10625        1461       1Story
## 1432     2Story      IR1           6     12.21106         928       2Story
## 1433     2Story      IR2           6     12.16395         864       2Story
## 1434     1Story      Reg           7     12.09514        1349       1Story
## 1435     1Story      IR3           7     12.27839        1482       1Story
## 1436     1Story      Reg           6     12.09626        1575       1Story
## 1437     2Story      Reg           6     11.75979         630       2Story
## 1438     SFoyer      IR1           5     11.87757         840       SFoyer
## 1439     1Story      Reg           5     11.87757           0       1Story
## 1440     1Story      Reg           5     11.70148         894       1Story
## 1441     1Story      Reg           5     11.79434         970       1Story
## 1442     1Story      Reg           5     11.79056        1057       1Story
## 1443     1Story      IR1           5     11.79434         999       1Story
## 1444     1Story      Reg           4     11.76757        1040       1Story
## 1445     1Story      Reg           5     11.88449        1040       1Story
## 1446     1Story      IR1           5     11.76368         988       1Story
## 1447     1Story      IR1           5     11.74006         876       1Story
## 1448     2Story      IR1           7     12.61154        1223       2Story
## 1449     2Story      IR1           7     12.59134        1192       2Story
## 1450     1Story      IR1           5     11.76757        1037       1Story
## 1451     2Story      IR1           8     12.61818        1453       2Story
## 1452     1.5Fin      Reg           8     12.56024        1683       1.5Fin
## 1453     1Story      IR1           8     12.27373        1378       1Story
## 1454     2Story      Reg           6     12.08108         744       2Story
## 1455     2Story      Reg           6     12.07824         729       2Story
## 1456     2Story      Reg           6     12.03469         756       2Story
## 1457     2Story      Reg           6     12.08391         756       2Story
## 1458     2Story      Reg           6     12.08391         756       2Story
## 1459     2Story      IR2           7     11.91036         551       2Story
## 1460     2Story      Reg           8     12.06681         776       2Story
## 1461     2Story      IR1           7     12.38422         975       2Story
## 1462     1Story      IR1           7     12.22588        1339       1Story
## 1463     2Story      IR1           8     12.61487        1054       2Story
## 1464     2Story      IR1           8     12.65236        1220       2Story
## 1465     1Story      IR2           8     12.54147        1494       1Story
## 1466     1Story      Reg           7     12.44902        2002       1Story
## 1467       SLvl      IR1           5     12.17561        1360         SLvl
## 1468     1Story      IR1           5     12.29225        1437       1Story
## 1469     1Story      IR1           8     12.27256        1057       1Story
## 1470       SLvl      Reg           6     12.13886         528         SLvl
## 1471     1Story      Reg           6     12.10901        1262       1Story
## 1472     1Story      IR1           8     12.82933        2461       1Story
## 1473     1.5Fin      IR1           5     12.15478        1361       1.5Fin
## 1474     2Story      Reg           7     12.32829        1057       2Story
## 1475     1Story      Reg           6     11.87374         912       1Story
## 1476     2Story      Reg           6     12.38860        1008       2Story
## 1477     SFoyer      IR1           6     11.99843         973       SFoyer
## 1478     1Story      Reg           6     12.00762        1295       1Story
## 1479     1Story      IR1           7     12.12811        1124       1Story
## 1480     1Story      Reg           7     12.14685        1594       1Story
## 1481     2Story      Reg           7     12.44902        1148       2Story
## 1482     1Story      IR1           5     11.82704        1680       1Story
## 1483     1Story      IR1           6     11.97351        1093       1Story
## 1484     1Story      Reg           7     12.07539        1242       1Story
## 1485     1Story      Reg           6     11.75194        1052       1Story
## 1486     1Story      Reg           5     11.75194         949       1Story
## 1487     1Story      IR1           5     11.87060        1214       1Story
## 1488     1Story      Reg           5     11.95761        1073       1Story
## 1489     1Story      IR1           5     11.68688        1728       1Story
## 1490     1Story      IR1           4     11.54248           0       1Story
## 1491     1Story      IR1           6     11.92834         958       1Story
## 1492     1Story      IR1           5     11.74800        1065       1Story
## 1493       SLvl      Reg           6     11.88449         588         SLvl
## 1494     1Story      IR1           5     11.69525         912       1Story
## 1495     1Story      IR1           5     11.57590           0       1Story
## 1496     1Story      IR1           5     11.85296         864       1Story
## 1497     1Story      IR1           5     11.83138         964       1Story
## 1498     1Story      Reg           5     11.67504         894       1Story
## 1499     1Story      Reg           7     12.00457        1174       1Story
## 1500       SLvl      Reg           6     11.98916        1042         SLvl
## 1501     2Story      Reg           6     12.32163         845       2Story
## 1502     1Story      IR1           6     11.89819        1130       1Story
## 1503     1Story      Reg           6     12.20607        1592       1Story
## 1504     1Story      IR1           6     12.11121        1144       1Story
## 1505     1Story      Reg           5     11.92338        1063       1Story
## 1506     1Story      Reg           4     11.53077           0       1Story
## 1507     1Story      IR1           6     11.72804         932       1Story
## 1508     1.5Unf      Reg           5     11.83863         822       1.5Unf
## 1509     1Story      Reg           3     11.07442         666       1Story
## 1510     1.5Fin      Reg           3     11.06664         370       1.5Fin
## 1511     1Story      Reg           5     11.62625         808       1Story
## 1512     2Story      Reg           6     12.01370         816       2Story
## 1513     1Story      Reg           5     11.87757        1078       1Story
## 1514     2Story      Reg           5     11.82774         928       2Story
## 1515     1.5Fin      Reg           5     11.56172         768       1.5Fin
##      LotShape.1 SaleCondition Functional LotArea.1 SubClass LotFrontage
## 1           IR1        Normal        Typ     31770       20         141
## 2           Reg        Normal        Typ     11622       20          80
## 3           IR1        Normal        Typ     14267       20          81
## 4           Reg        Normal        Typ     11160       20          93
## 5           IR1        Normal        Typ     13830       60          74
## 6           IR1        Normal        Typ      9978       60          78
## 7           Reg        Normal        Typ      4920      120          41
## 8           IR1        Normal        Typ      5005      120          43
## 9           IR1        Normal        Typ      5389      120          39
## 10          Reg        Normal        Typ      7500       60          60
## 11          IR1        Normal        Typ     10000       60          75
## 12          IR1        Normal        Typ      7980       20           0
## 13          IR1        Normal        Typ      8402       60          63
## 14          Reg        Normal        Typ     10176       20          85
## 15          IR1        Normal        Typ      6820      120           0
## 16          IR1        Normal        Typ     12134       50         152
## 17          Reg        Normal        Typ     19138       20         140
## 18          IR1        Normal        Typ     11751       20         105
## 19          Reg        Family        Typ     10625       85          85
## 20          Reg        Normal        Typ      7500       60           0
## 21          IR1        Normal        Typ     11241       20           0
## 22          IR1        Normal        Typ     12537       20           0
## 23          Reg        Normal        Typ      8450       20          65
## 24          Reg        Normal        Typ      8400       20          70
## 25          Reg        Normal        Typ     10500       20          70
## 26          IR1        Normal        Typ      5858      120          26
## 27          Reg        Normal        Typ      1680      160          21
## 28          Reg        Normal        Typ      1680      160          21
## 29          Reg        Family        Typ      1680      160          21
## 30          Reg        Normal        Typ      4043      120          53
## 31          Reg        Normal        Typ      2280      160          24
## 32          Reg        Normal        Typ      2280      120          24
## 33          Reg        Normal        Typ      2280      160          24
## 34          Reg        Normal        Typ     11478       20          98
## 35          Reg        Normal        Typ     11520       20          90
## 36          IR1        Normal        Typ     14122       20          79
## 37          IR1        Normal        Typ     10171       20          70
## 38          Reg        Normal        Typ     14300       20         110
## 39          Reg        Normal        Typ     13650       60         105
## 40          Reg        Normal        Typ      7658      120          61
## 41          IR1        Normal        Typ      7132      120          41
## 42          Reg        Normal        Typ      2628      160          36
## 43          IR1        Normal        Typ     18494       20         100
## 44          Reg        Normal        Typ      3203      120          43
## 45          Reg        Normal        Typ      3182      120          43
## 46          IR1        Normal        Typ     13300       80          67
## 47          Reg        Normal        Typ      7851       60           0
## 48          IR1        Normal        Typ      8577       60          63
## 49          IR1        Normal        Typ      7750       80           0
## 50          IR1        Normal        Typ      9505       60           0
## 51          IR1        Normal        Typ     14774       60         108
## 52          IR2        Normal        Typ     17433       60          60
## 53          IR1        Normal        Typ     10593       20          59
## 54          IR1        Normal        Typ     12256       60          98
## 55          IR1        Normal        Typ     11764       60          92
## 56          IR2        Normal        Typ     16770       60          58
## 57          IR1        Normal        Typ     14720       50          56
## 58          Reg        Normal        Typ      8987       20          73
## 59          Reg        Normal        Typ      8640       60          72
## 60          Reg        Normal        Typ      9000       20          75
## 61          Reg        Normal        Typ     12552       60         100
## 62          Reg        Normal        Typ     10440       20          84
## 63          IR1        Normal        Typ     10142       60          76
## 64          Reg        Normal        Typ     11920       60          70
## 65          IR1        Normal        Typ      8880       60           0
## 66          Reg        Normal        Typ      8012      120          50
## 67          Reg        Normal        Typ     11218       60          70
## 68          Reg        Normal        Typ      7892      120          55
## 69          Reg        Normal        Typ      7175      120          50
## 70          IR1        Normal        Typ      9453       60           0
## 71          Reg        Normal        Typ      9672       20          81
## 72          Reg        Normal        Typ      8400       60          70
## 73          Reg        Normal        Typ      9800       30          70
## 74          Reg        Normal        Typ      8930       90          68
## 75          Reg        Normal        Typ      8450       20          65
## 76          IR1        Normal        Typ      9819       20           0
## 77          Reg        Normal        Typ      7500       20          75
## 78          IR1        Normal        Typ      6897       20           0
## 79          IR1        Normal        Typ     10186       60         107
## 80          IR1        Normal        Typ     13143       60          85
## 81          Reg        Normal        Typ     11134       60          88
## 82          IR1        Normal        Typ      4835      120          25
## 83          Reg        Normal        Typ      3515      160          39
## 84          Reg        Normal        Typ      3215      160          30
## 85          Reg        Normal        Typ      3182      160          30
## 86          Reg        Normal        Typ      2544      160          24
## 87          Reg        Normal        Typ      2544      160          24
## 88          Reg        Normal        Typ      2117      160           0
## 89          Reg        Normal        Typ      2980      160           0
## 90          Reg        Normal        Typ      2572      160          24
## 91          IR1        Normal        Typ      2403      160           0
## 92          IR1        Normal        Typ      7379       60          68
## 93          IR1        Normal        Typ      4420      120          30
## 94          IR1        Normal        Typ      3880      120          40
## 95          IR1        Normal        Typ     13517       60           0
## 96          Reg        Normal        Typ      8000       20          80
## 97          IR1        Normal        Typ     10456       20           0
## 98          Reg        Normal        Typ     10791       60          80
## 99          IR1        Normal        Typ     10603       20           0
## 100         IR1        Normal        Typ     18837       50           0
## 101         Reg        Normal        Typ     10421       60          80
## 102         Reg        Normal        Typ      9360       20          78
## 103         Reg        Normal        Typ      9600       60          80
## 104         Reg        Normal        Typ      9600       20          80
## 105         Reg        Normal        Typ      9790       20           0
## 106         IR1        Normal        Typ      9320       20          77
## 107         Reg        Normal        Typ      9900       20          90
## 108         Reg        Normal        Typ      9680       20          88
## 109         IR1        Family        Typ     10600       80           0
## 110         IR1        Normal        Typ     14112       80           0
## 111         Reg        Normal        Typ      9717       20          68
## 112         Reg        Normal        Typ     17360       50         120
## 113         IR1        Normal        Typ      7207       20          50
## 114         Reg        Normal        Typ      9920       20          80
## 115         Reg        Normal        Typ      9600       80          80
## 116         Reg        Normal        Typ      7800       20          78
## 117         IR1        Normal        Typ     11380       85          75
## 118         Reg        Normal        Typ     11600       90          80
## 119         Reg        Normal        Typ      8267       90          70
## 120         Reg        Normal        Typ      8197       20          70
## 121         IR1        Normal        Typ      8050       20           0
## 122         IR1        Normal        Typ     10552       20          70
## 123         Reg        Normal        Typ      8400       20          70
## 124         Reg        Normal        Typ      8760       20          73
## 125         Reg        Normal        Typ      9300       20          73
## 126         IR1        Normal        Typ     10725       20          87
## 127         Reg        Normal        Typ     10032       20          80
## 128         Reg        Normal        Typ      8382       50          60
## 129         Reg        Normal        Typ     10950       20          60
## 130         Reg        Normal        Typ     10895       20         119
## 131         Reg        Normal        Typ      7898       30          65
## 132         Reg        Normal        Typ     10200       20          85
## 133         Reg        Normal        Typ      5868       20          74
## 134         Reg        Normal        Typ      6979       90          64
## 135         IR1        Normal        Typ      9830       20           0
## 136         Reg        Normal        Typ     11275       80          96
## 137         Reg        Normal        Typ      8064       50          60
## 138         Reg        Normal        Typ      7500       20          75
## 139         Reg        Normal        Typ      8520       50          71
## 140         Reg        Normal        Typ      7200       20          60
## 141         IR1        Normal        Typ     10000       20          87
## 142         IR1        Normal        Typ      7635       20          81
## 143         Reg        Normal        Typ      7700       60          70
## 144         Reg        Normal        Typ      4485       30          56
## 145         Reg        Normal        Typ      8960       30          56
## 146         Reg        Normal        Typ      5805       20          69
## 147         Reg        Normal        Typ      5790       50          60
## 148         Reg        Normal        Typ      4608       30          47
## 149         Reg        Normal        Typ      5500       50          50
## 150         Reg        Normal        Typ      6900       45          50
## 151         Reg        Normal        Typ     11851       50          69
## 152         Reg        Normal        Typ      8239       50           0
## 153         Reg        Normal        Typ      8520       30          60
## 154         Reg        Normal        Typ     10800       50          60
## 155         Reg        Normal        Typ      9000       70          50
## 156         Reg        Normal        Typ      7407       20          90
## 157         Reg        Normal        Typ      7740       70          60
## 158         Reg        Normal        Typ     11340      190          60
## 159         Reg        Normal        Typ      5830       50          53
## 160         IR1        Normal        Typ      7793       75           0
## 161         Reg        Normal        Typ      5000       30          50
## 162         Reg        Normal        Typ      6000       50          50
## 163         Reg        Normal        Typ      6000       50          50
## 164         Reg        Normal        Typ      6240       50          52
## 165         Reg        Normal        Typ      6240       50          52
## 166         Reg        Normal        Typ      6120       30          51
## 167         IR1        Normal        Typ     10300       70          50
## 168         Reg        Normal        Typ      8094       50          57
## 169         Reg        Normal        Typ     12900       70          60
## 170         Reg        Normal        Typ      3068       70          52
## 171         IR2        Normal        Typ      8472       90         110
## 172         Reg        Normal        Typ      7630      190          76
## 173         Reg        Normal        Typ     24090       70           0
## 174         IR1        Normal        Typ     15263       20         100
## 175         Reg        Normal        Typ      9900      190          60
## 176         IR1        Normal        Typ      6001       50          65
## 177         Reg        Normal        Typ      6048      190          60
## 178         Reg        Normal        Typ      6342       50          54
## 179         Reg        Normal        Typ     10773       90          72
## 180         Reg        Normal        Typ     10778       90          72
## 181         Reg        Normal        Typ     11625      190          75
## 182         Reg        Normal        Typ      8521       20          70
## 183         IR1        Normal        Typ      8246       20           0
## 184         Reg        Normal        Typ      7800       20          65
## 185         Reg        Normal        Typ      9364       60          80
## 186         Reg        Normal        Typ      7832       20          65
## 187         IR1        Normal        Typ      7424       90           0
## 188         Reg        Normal        Typ     11227       60          86
## 189         Reg        Normal        Typ     14000       60          80
## 190         IR1        Normal        Typ     20062       20           0
## 191         Reg        Normal        Typ      9259       30          94
## 192         Reg        Normal        Typ     23595       40           0
## 193         IR1        Normal        Typ     17082       60           0
## 194         Reg        Normal        Typ     18600       50         124
## 195         Reg        Normal        Typ     11479       20          65
## 196         Reg        Normal        Typ      9571       20          68
## 197         Reg        Normal        Typ      9350       50          50
## 198         Reg        Normal        Typ      9525       20          75
## 199         Reg        Normal        Typ     10420       20          83
## 200         IR1        Normal        Typ     11200       20           0
## 201         Reg        Normal        Typ      9206       60          77
## 202         Reg        Normal        Typ     11980       20          83
## 203         IR1        Normal        Typ     12361       60          87
## 204         Reg        Normal        Typ      9938       60          80
## 205         Reg        Normal        Typ      9069       85          73
## 206         IR1        Normal        Typ     10475       20          64
## 207         Reg        Normal        Typ      6762       20          64
## 208         IR1        Normal        Typ     10402       20          94
## 209         Reg        Normal        Typ      7360       20          64
## 210         Reg        Normal        Typ     12376       60          90
## 211         IR1        Normal        Typ     14235       50          82
## 212         Reg        Normal        Typ      8816       80          80
## 213         Reg        Normal        Typ     11105       85          82
## 214         IR1        Normal        Typ      9337       60           0
## 215         Reg        Normal        Typ      8750       60          70
## 216         IR1        Normal        Typ     15240       20          38
## 217         IR1        Normal        Typ     10900       60           0
## 218         Reg        Normal        Typ     10650       20          75
## 219         Reg        Normal        Typ      7480       20          68
## 220         Reg        Normal        Typ     10389       20          80
## 221         Reg        Normal        Typ     11423       20           0
## 222         IR1        Normal        Typ      9548       60          44
## 223         Reg        Normal        Typ      9375       60          75
## 224         IR2        Normal        Typ     12137       20          48
## 225         Reg        Normal        Typ      4435      120           0
## 226         Reg        Normal        Typ      4426      120           0
## 227         IR2        Normal        Typ     10635       20          48
## 228         Reg        Normal        Typ      8400       20          70
## 229         Reg        Normal        Typ      8773       20          65
## 230         Reg        Normal        Typ      9825       90          75
## 231         IR1        Normal        Typ     10044       20          60
## 232         Reg        Normal        Typ      6305       80          65
## 233         Reg        Normal        Typ      6410       20          64
## 234         Reg        Normal        Typ      8546       20          80
## 235         Reg        Normal        Typ      8741       50          52
## 236         Reg        Normal        Typ     12180      190          60
## 237         Reg        Normal        Typ      4853       30          67
## 238         Reg        Normal        Typ      6858       70          66
## 239         Reg        Normal        Typ      8212       30          45
## 240         Reg        Normal        Typ      5000       50          50
## 241         Reg        Normal        Typ      7890       30           0
## 242         Reg        Normal        Typ      9839       50          51
## 243         IR1        Normal        Typ     10452       50          78
## 244         Reg        Normal        Typ     15600       90          78
## 245         Reg        Normal        Typ      9042       70          66
## 246         Reg        Normal        Typ     17500       20         100
## 247         IR1        Normal        Typ     19645       80          85
## 248         IR1        Normal        Typ      3907      120          35
## 249         IR1        Normal        Typ      3907      120          35
## 250         IR1        Normal        Typ     15602       20         100
## 251         Reg        Normal        Typ      5436       50          40
## 252         Reg        Normal        Typ      9140       50          50
## 253         IR1        Normal        Typ      3811      120          44
## 254         Reg        Normal        Typ     11050       60          85
## 255         Reg        Normal        Typ      9620       80          74
## 256         IR1        Normal        Typ      9196       20         129
## 257         IR1        Normal        Typ     12328       80           0
## 258         IR1        Normal        Typ     12760       90           0
## 259         IR1        Normal        Typ     11896       20          88
## 260         Reg        Normal        Typ      9802       60          73
## 261         Reg        Normal        Typ     11316       60          80
## 262         Reg        Normal        Typ     14191       60          85
## 263         IR1        Normal        Typ     13214       20          89
## 264         Reg        Normal        Typ     15300       20          85
## 265         Reg        Normal        Typ     10114       20          93
## 266         Reg        Normal        Typ      9400       90          94
## 267         Reg        Normal        Typ     11875       20           0
## 268         Reg        Normal        Typ      1974      160           0
## 269         Reg        Normal        Typ      2394      120          31
## 270         Reg        Normal        Typ      2592      160          36
## 271         Reg        Normal        Typ      1476      160          21
## 272         Reg        Normal        Typ      1491      180          21
## 273         Reg        Normal        Typ      1900      160          21
## 274         Reg        Normal        Typ      1890      160          21
## 275         Reg        Normal        Typ      6953       20          50
## 276         IR1        Normal        Typ     26142       20           0
## 277         Reg        Normal        Typ     12887       20          76
## 278         Reg        Normal        Typ      7700       90          70
## 279         Reg        Normal        Typ     10475       60          63
## 280         IR1        Normal        Typ     10544       50          68
## 281         Reg        Normal        Typ      9892       20          76
## 282         Reg        Normal        Typ     12961       60          74
## 283         IR1        Normal        Typ     13008       20          74
## 284         Reg        Normal        Typ     10200       20          85
## 285         Reg        Normal        Typ     13860       80          75
## 286         IR1        Normal        Typ     10179       60          88
## 287         IR1        Normal        Typ     11792       60           0
## 288         Reg        Normal        Typ      8400       80          60
## 289         IR1        Normal        Typ     14892       20          42
## 290         IR1        Normal        Typ      8530       80           0
## 291         IR1        Normal        Typ      7296      120          28
## 292         IR1        Normal        Typ      5664      120          40
## 293         IR1        Normal        Typ      7380      120          61
## 294         IR1        Normal        Typ      8013      120          57
## 295         IR1        Normal        Typ      8923       80          57
## 296         IR1        Normal        Typ     10141       60          74
## 297         Reg        Normal        Typ      7500       60          60
## 298         IR1        Normal        Typ      7837       60          59
## 299         IR2        Normal        Typ      9765       60           0
## 300         IR1        Normal        Typ      8803       60           0
## 301         Reg        Normal        Typ      7250       20          58
## 302         IR1        Normal        Typ      9636       60           0
## 303         Reg        Normal        Typ      8125       60          65
## 304         IR1        Normal        Typ      9248       20           0
## 305         IR1        Normal        Typ     10762       60           0
## 306         Reg        Normal        Typ     11851       20          99
## 307         IR1        Normal        Typ     16158       20         124
## 308         Reg        Normal        Typ     11900       60          85
## 309         IR1        Normal        Typ     13005       60          94
## 310         IR1        Normal        Typ     17043       20          48
## 311         Reg        Family        Typ     11900       20          85
## 312         IR1        Normal        Typ     16635       20           0
## 313         Reg        Normal        Typ     10928       20          80
## 314         IR1        Normal        Typ     12388       60           0
## 315         Reg        Normal        Typ     14115       80           0
## 316         Reg        Normal        Typ     11088       20          80
## 317         Reg        Normal        Typ      9600       20          80
## 318         Reg        Family        Typ     10400       20          80
## 319         IR1        Normal        Typ     10304       60           0
## 320         Reg        Normal        Typ      7000       60          70
## 321         Reg        Normal        Typ      7500       60           0
## 322         Reg        Normal        Typ      8470       60           0
## 323         IR1        Normal        Typ      9373       20           0
## 324         Reg        Normal        Typ     10140       20          78
## 325         IR1        Normal        Typ     11050       20          85
## 326         Reg        Normal        Typ     10140       20          78
## 327         Reg        Normal        Typ      9000       90          60
## 328         IR1        Normal        Typ      8750       20           0
## 329         Reg        Normal        Typ      7930       20          61
## 330         IR1        Normal        Typ      7830       20           0
## 331         IR1        Normal        Typ      8510       20           0
## 332         Reg        Normal        Typ      6960       20          60
## 333         Reg        Normal        Typ      8120       20          70
## 334         Reg        Normal        Typ      9000       20          60
## 335         Reg        Normal        Typ      1680      160          21
## 336         Reg        Normal        Typ      1680      160          21
## 337         Reg        Normal        Typ      1680      160          21
## 338         Reg        Normal        Typ      1680      160          21
## 339         IR1        Normal        Typ      4928      120           0
## 340         Reg        Normal        Typ      2308      160          24
## 341         Reg        Normal        Typ      2280      160          24
## 342         Reg        Normal        Typ      2280      120          24
## 343         Reg        Normal        Typ      2308      160          24
## 344         Reg        Normal        Typ      2349      160          24
## 345         Reg        Normal        Typ      2364      160          24
## 346         Reg        Normal        Typ      2289      160          24
## 347         Reg        Normal        Typ      2364      160          24
## 348         Reg        Normal        Typ      2104      120          24
## 349         Reg        Normal        Typ      7150       20          65
## 350         Reg        Normal        Typ     10710       20           0
## 351         Reg        Normal        Typ     12456       20          96
## 352         Reg        Normal        Typ     14257       60         110
## 353         Reg        Normal        Typ     15431       20         105
## 354         IR1        Normal        Typ     13173       20         108
## 355         Reg        Normal        Typ     14230       20         110
## 356         IR1        Normal        Typ     11308       60          96
## 357         Reg        Normal        Typ     12350       20          95
## 358         IR1        Normal        Typ     13478       60          97
## 359         Reg        Normal        Typ     13693       20         105
## 360         Reg        Normal        Typ     11578       20          95
## 361         IR1        Normal        Typ     16870       20         129
## 362         IR3        Family        Typ     23303       60          59
## 363         IR1        Normal        Typ     11146       20          87
## 364         IR1        Normal        Typ     10367       20          87
## 365         Reg        Normal        Typ      9591       20          76
## 366         IR1        Normal        Typ     10872       20          77
## 367         IR1        Normal        Typ     13514       20         102
## 368         Reg        Normal        Typ      8834       60          74
## 369         IR1        Normal        Typ     11362       20         107
## 370         IR1        Normal        Typ     10655       20          85
## 371         IR1        Normal        Typ     12878       20          90
## 372         Reg        Normal        Typ     13472       20         103
## 373         IR1        Normal        Typ     15274       20         110
## 374         IR1        Normal        Typ     13262       60          96
## 375         IR1        Normal        Typ      9658       20          70
## 376         IR1        Normal        Typ      6904      120          47
## 377         IR1        Normal        Typ      5381      120          34
## 378         IR1        Normal        Typ      5122      120          34
## 379         IR1        Normal        Typ     10307      120          80
## 380         IR1        Normal        Typ      5001      120          34
## 381         IR1        Normal        Typ     15262       20         117
## 382         Reg        Normal        Typ      6472      120          48
## 383         Reg        Normal        Typ     16770       20         129
## 384         Reg        Normal        Typ      6240      120          48
## 385         Reg        Normal        Typ      3480      120          48
## 386         Reg        Normal        Typ      2268      160          36
## 387         Reg        Normal        Typ     10928       60          63
## 388         IR1        Normal        Typ      8918       60          57
## 389         IR2        Normal        Typ     12589       60         149
## 390         IR2        Normal        Typ     11911       60         122
## 391         Reg        Normal        Typ      3684      120          53
## 392         Reg        Normal        Typ      3635      120          51
## 393         Reg        Normal        Typ      3182      120          43
## 394         Reg        Normal        Typ      3182      120          43
## 395         Reg        Normal        Typ      3182      120          43
## 396         Reg        Normal        Typ      3182      120          43
## 397         IR1        Normal        Typ      7795       60          71
## 398         IR1        Normal        Typ      8068       60           0
## 399         IR1        Normal        Typ      9434       80          59
## 400         IR1        Normal        Typ      7984       60          62
## 401         Reg        Normal        Typ      7750       80           0
## 402         IR1        Normal        Typ     10125       60          61
## 403         IR1        Normal        Typ      8965       60           0
## 404         IR1        Normal        Typ      8174       60           0
## 405         Reg        Normal        Typ      5063      120          34
## 406         IR1        Normal        Typ      8795       60           0
## 407         IR1        Normal        Typ     12891       60           0
## 408         IR1        Normal        Typ     12224       60           0
## 409         IR1        Normal        Typ      9734       80          61
## 410         IR1        Normal        Typ      8123       60          60
## 411         IR1        Normal        Typ      8433       60          42
## 412         Reg        Normal        Typ      7750       80          62
## 413         IR2        Normal        Typ     15896       60           0
## 414         IR3        Normal        Typ     24682       60           0
## 415         IR1        Normal        Typ      8755       60           0
## 416         IR1        Normal        Typ      7848       80          64
## 417         Reg        Normal        Typ      9430       60          82
## 418         IR1        Normal        Typ     15138       60         174
## 419         Reg        Normal        Typ     12720       60         106
## 420         IR1        Normal        Typ     16545       60           0
## 421         IR1        Normal        Typ     12203       60          98
## 422         IR1        Normal        Typ     10208       60          79
## 423         IR1        Normal        Typ     10750       20           0
## 424         Reg        Normal        Typ      9900       60          90
## 425         Reg        Normal        Typ      9085       60          79
## 426         IR1        Normal        Typ     11692       60           0
## 427         IR2        Normal        Typ     46589       60          52
## 428         IR2        Normal        Typ     29959       60           0
## 429         IR1        Normal        Typ     11194       20          86
## 430         Reg        Normal        Typ     10206       20          78
## 431         Reg        Normal        Typ     10130       20          85
## 432         IR1        Normal        Typ      9139       20          76
## 433         Reg        Normal        Typ      9675       60          75
## 434         Reg        Normal        Typ     11128       20          85
## 435         Reg        Normal        Typ      9000       60          75
## 436         Reg        Normal        Typ      8640       20          72
## 437         IR1        Normal        Typ     12606       20         112
## 438         Reg        Normal        Typ      7500       20          75
## 439         Reg        Normal        Typ     11003       60          85
## 440         Reg        Normal        Typ     10603       60          84
## 441         Reg        Normal        Typ     10574       60          85
## 442         Reg        Normal        Typ      8125       60          65
## 443         Reg        Normal        Typ     10625       20          85
## 444         Reg        Normal        Typ      9375       60          75
## 445         Reg        Normal        Typ      7500       20          62
## 446         IR1        Normal        Typ      8736       20          68
## 447         IR1        Normal        Typ      8127       60          65
## 448         Reg        Normal        Typ      9605       20          80
## 449         Reg        Normal        Typ      7500       20          63
## 450         Reg        Normal        Typ      7500       20          63
## 451         IR1        Normal        Typ     10628       60          96
## 452         IR1        Normal        Typ     10141       20          76
## 453         Reg        Normal        Typ     10083       20          67
## 454         Reg        Normal        Typ     13072       20          63
## 455         Reg        Normal        Typ     13072       20          63
## 456         Reg        Normal        Typ     12450       20          60
## 457         IR1        Normal        Typ     11492       60          43
## 458         IR1        Normal        Typ      8529       20          65
## 459         Reg        Normal        Typ      7703       60          70
## 460         Reg        Normal        Typ     10762      160          75
## 461         Reg        Normal        Typ      7175      120          50
## 462         Reg        Normal        Typ      9109       60          70
## 463         IR1        Normal        Typ     10274       60           0
## 464         Reg        Normal        Typ      8250       90          75
## 465         Reg        Normal        Typ      8400       20          60
## 466         Reg        Normal        Typ      9000       45          60
## 467         IR1        Normal        Typ      9750       20          63
## 468         Reg        Normal        Typ      7064       20          71
## 469         IR1        Normal        Typ      8499       20           0
## 470         IR1        Normal        Typ      9079       20           0
## 471         IR1        Family        Typ      9316       20           0
## 472         IR1        Normal        Typ      7791       20           0
## 473         Reg        Normal        Typ     10000       20          80
## 474         IR1        Normal        Typ      8281       20          60
## 475         Reg        Normal        Typ      7150       20          65
## 476         Reg        Normal        Typ     11949       60           0
## 477         IR1        Normal        Typ      4217      120           0
## 478         Reg        Normal        Typ      3230      160          34
## 479         Reg        Normal        Typ      2998      160          34
## 480         Reg        Normal        Typ      3768      160          35
## 481         IR1        Normal        Typ     14694       20           0
## 482         IR1        Normal        Typ      3782      120          61
## 483         Reg        Normal        Typ     15417       20         110
## 484         Reg        Normal        Typ     11700       60          78
## 485         IR1        Normal        Typ     11717       20           0
## 486         IR1        Normal        Typ      9156       20           0
## 487         IR1        Normal        Typ     10382       60           0
## 488         IR1        Normal        Typ     12732       60           0
## 489         IR1        Normal        Typ     12936       60           0
## 490         Reg        Normal        Typ     10400       60          80
## 491         IR1        Normal        Typ     17871       80           0
## 492         Reg        Normal        Typ      9600       20          80
## 493         IR1        Normal        Typ     13774       60           0
## 494         Reg        Normal        Typ      9650       20          80
## 495         Reg        Normal        Typ      8400       60          70
## 496         Reg        Normal        Typ      7130       20          62
## 497         Reg        Normal        Typ      9600       20          80
## 498         Reg        Normal        Typ      9100       20          70
## 499         Reg        Normal        Typ     16500       85           0
## 500         Reg        Normal        Typ      9790       20           0
## 501         Reg        Normal        Typ      7436       20          60
## 502         Reg        Normal        Typ      8125       20          65
## 503         Reg        Normal        Typ      9100       20          70
## 504         IR1        Normal        Typ      9450       20           0
## 505         Reg        Normal        Typ     10004       20         100
## 506         Reg        Normal        Typ      9350       20          85
## 507         IR1        Normal        Typ     11000       20           0
## 508         IR1        Normal        Typ      8970       60           0
## 509         IR1        Normal        Typ     12095       80           0
## 510         Reg        Normal        Typ      9600       20          80
## 511         Reg        Normal        Typ     11475       80          85
## 512         Reg        Normal        Typ      9768       20          68
## 513         Reg        Normal        Typ      5330       30          50
## 514         IR1        Normal        Typ      7015       50           0
## 515         Reg        Normal        Typ     12160       20         128
## 516         Reg        Normal        Typ      9900       20          90
## 517         Reg        Normal        Typ      9600       20          80
## 518         Reg        Normal        Typ      9600       20          80
## 519         Reg        Normal        Typ      9600       20          80
## 520         IR1        Normal        Typ     10573       20          92
## 521         IR1        Normal        Typ      9500       20           0
## 522         IR1        Normal        Typ     14695       20          80
## 523         Reg        Normal        Typ     13600       60          85
## 524         Reg        Normal        Typ     13000       60         100
## 525         IR1        Normal        Typ     12513       50           0
## 526         Reg        Normal        Typ      8760       20          73
## 527         Reg        Normal        Typ      8400       20          70
## 528         IR1        Normal        Typ     12285       20           0
## 529         IR1        Normal        Typ      9240       20          66
## 530         IR1        Normal        Typ     12400       20          66
## 531         Reg        Normal        Typ      8750       20          70
## 532         Reg        Family        Typ     10400       20          80
## 533         Reg        Normal        Typ     19296       80         120
## 534         Reg        Normal        Typ      8532       20          74
## 535         Reg        Normal        Typ      9482       90          76
## 536         IR1        Normal        Typ      8128       20          53
## 537         Reg        Normal        Typ     13070       20          67
## 538         Reg        Normal        Typ     10434       20          60
## 539         Reg        Normal        Typ      8480       30          80
## 540         Reg        Normal        Typ      7626       20          60
## 541         Reg        Normal        Typ      9533       20          75
## 542         Reg        Normal        Typ     11419       60          78
## 543         Reg        Normal        Typ      9600       20          60
## 544         Reg        Normal        Typ      8000       20          50
## 545         Reg        Normal        Typ      5470       20          53
## 546         Reg        Normal        Typ     10800       60          60
## 547         Reg        Normal        Typ      8146       70          80
## 548         Reg        Normal        Typ      9022       30          52
## 549         Reg        Normal        Typ     10230       30          60
## 550         Reg        Normal        Typ      7200       70          60
## 551         Reg        Normal        Typ      5400       50          90
## 552         Reg        Normal        Typ     10800       30          60
## 553         Reg        Normal        Typ     10800       30          60
## 554         Reg        Normal        Typ      9671       90          81
## 555         Reg        Normal        Typ     10143       20          83
## 556         Reg        Normal        Typ     11643       90          91
## 557         Reg        Normal        Typ      8010       20          62
## 558         IR1        Normal        Typ     10454       20          90
## 559         IR1        Normal        Typ      8712       20          64
## 560         IR1        Normal        Typ     17600       20           0
## 561         IR1        Normal        Typ      9000       20          80
## 562         Reg        Normal        Typ     12144       40          60
## 563         Reg        Normal        Typ      8544       90          60
## 564         Reg        Normal        Typ      7200       90          60
## 565         Reg        Normal        Typ      7350       20          71
## 566         Reg        Normal        Typ      7200       20          60
## 567         Reg        Normal        Typ      8000       80          80
## 568         Reg        Normal        Typ      7931       20          70
## 569         Reg        Normal        Typ     10800       50          60
## 570         Reg        Normal        Typ      7570       60          76
## 571         IR1        Normal        Typ      8604       90          75
## 572         Reg        Normal        Typ      7936       20          80
## 573         Reg        Normal        Typ      6600       20          60
## 574         Reg        Normal        Typ      3950       50           0
## 575         Reg        Normal        Typ     10440       50          60
## 576         Reg        Normal        Typ      4080       50          68
## 577         Reg        Normal        Typ     10307       90          57
## 578         Reg        Normal        Typ     15660       50          90
## 579         Reg        Normal        Typ      9900       70          90
## 580         Reg        Normal        Typ      6406       70          57
## 581         Reg        Normal        Typ      7627      190          63
## 582         Reg        Normal        Typ      7596       90          60
## 583         Reg        Normal        Typ      3378       60          60
## 584         Reg        Normal        Typ     10134       50          56
## 585         Reg        Normal        Typ      6000       50          50
## 586         Reg        Normal        Typ      6000      190          50
## 587         Reg        Normal        Typ      7404       30          62
## 588         Reg        Normal        Typ      5784       30          50
## 589         Reg        Normal        Typ      8520       30          60
## 590         Reg        Normal        Typ      9600       70          60
## 591         Reg        Normal        Typ      3500       50          50
## 592         Reg        Normal        Typ      8100       75          90
## 593         IR1        Normal        Typ     11700       70          65
## 594         Reg        Normal        Typ      8400       70          70
## 595         Reg        Normal        Typ      3600       70          60
## 596         Reg        Normal        Typ     17671       70         121
## 597         Reg        Normal        Typ      9000       70          50
## 598         Reg        Normal        Typ      8820       50          98
## 599         Reg        Family        Typ      5400       50          60
## 600         Reg        Normal        Typ      9720       70          60
## 601         Reg        Normal        Typ     21384       70         144
## 602         Reg        Normal        Typ      6615       30           0
## 603         Reg        Normal        Typ      7264       50          55
## 604         Reg        Normal        Typ      4960       70          50
## 605         Reg        Normal        Typ      8854       30           0
## 606         Reg        Normal        Typ      6000       50          50
## 607         Reg        Normal        Typ      6000       50          50
## 608         Reg        Normal        Typ      6000       50          50
## 609         Reg        Normal        Typ      6000       50          50
## 610         Reg        Normal        Typ      6000       50          60
## 611         Reg        Normal        Typ      6000       45          50
## 612         Reg        Normal        Typ      6120       50          51
## 613         Reg        Normal        Typ      6120       50          51
## 614         Reg        Normal        Typ      6120       30          51
## 615         Reg        Normal        Typ      6120       50          51
## 616         Reg        Normal        Typ      8635       30          50
## 617         IR1        Normal        Typ     11888       75           0
## 618         IR1        Normal        Typ     11414       70          60
## 619         Reg        Normal        Typ      8094       70          57
## 620         Reg        Normal        Typ      6876       70          57
## 621         Reg        Normal        Typ      6240       30          52
## 622         IR2        Normal        Typ      5775       70           0
## 623         IR3        Normal        Typ      5852      190          41
## 624         Reg        Normal        Typ      5160       50          60
## 625         Reg        Normal        Typ     10320      190          60
## 626         IR1        Normal        Typ      4280       20          50
## 627         IR1        Normal        Typ     10547       90           0
## 628         Reg        Normal        Typ      6629       70          54
## 629         Reg        Normal        Typ      9780       50          60
## 630         Reg        Normal        Typ      8816       20          80
## 631         Reg        Normal        Typ     11184       60          70
## 632         Reg        Normal        Typ      7800       20          65
## 633         IR1        Normal        Typ      8014       85           0
## 634         IR1        Normal        Typ      7252       85           0
## 635         IR1        Normal        Typ      8740       85          74
## 636         Reg        Normal        Typ     11616       20           0
## 637         Reg        Normal        Typ     15400       80          88
## 638         Reg        Normal        Typ     15312       80          88
## 639         Reg        Normal        Typ     15584       80           0
## 640         Reg        Normal        Typ     17140       20           0
## 641         IR1        Normal        Typ     12342       30           0
## 642         IR1        Normal        Typ     10708       20           0
## 643         Reg        Normal        Typ      9855       20          73
## 644         Reg        Normal        Typ      9571       20          68
## 645         Reg        Normal        Typ      9350       60          50
## 646         Reg        Normal        Typ      9340       30          50
## 647         Reg        Normal        Typ      7440       20          62
## 648         IR1        Normal        Typ     11500       20           0
## 649         Reg        Normal        Typ      4235      120          42
## 650         Reg        Normal        Typ      9060       50          60
## 651         Reg        Normal        Typ      9084       70          60
## 652         IR1        Normal        Typ     10778       80          74
## 653         IR1        Normal        Typ     14684       20          90
## 654         Reg        Normal        Typ      9317       60          75
## 655         Reg        Normal        Typ     10560       60          85
## 656         IR1        Normal        Typ      9828       60          80
## 657         Reg        Normal        Typ     11855       90           0
## 658         Reg        Normal        Typ      7939       90           0
## 659         Reg        Normal        Typ      7976       90           0
## 660         Reg        Normal        Typ     10637       20          79
## 661         IR1        Normal        Typ     10226       20          61
## 662         IR1        Normal        Typ     10816       20          65
## 663         Reg        Normal        Typ      9178       20          71
## 664         IR1        Normal        Typ     10769       60          68
## 665         IR1        Normal        Typ     11422       20          77
## 666         IR1        Normal        Typ     11923       20         122
## 667         Reg        Normal        Typ      6762       20          64
## 668         IR1        Normal        Typ     10324       20          95
## 669         Reg        Normal        Typ      7314       20          64
## 670         Reg        Normal        Typ     11645       20          78
## 671         IR1        Normal        Typ     11646       60          79
## 672         Reg        Normal        Typ     12800       80           0
## 673         IR1        Normal        Typ     16698       60           0
## 674         IR2        Normal        Typ     12464       20          82
## 675         Reg        Normal        Typ      9757       20          65
## 676         IR1        Normal        Typ     15426       60          65
## 677         IR2        Normal        Typ     10667       60          43
## 678         IR2        Normal        Typ     14753       20          65
## 679         Reg        Normal        Typ     10859       20         112
## 680         Reg        Normal        Typ      8072       20          60
## 681         Reg        Normal        Typ     10400       60          80
## 682         IR1        Normal        Typ     10335       20          78
## 683         IR1        Normal        Typ      9017       20          68
## 684         Reg        Normal        Typ      8750       60          70
## 685         IR1        Normal        Typ      8935       60          68
## 686         IR1        Normal        Typ      9808       20          67
## 687         Reg        Normal        Typ     12420       60          79
## 688         IR2        Normal        Typ     16285       20          67
## 689         IR1        Normal        Typ     10739       20          65
## 690         Reg        Family        Typ     11166       20          75
## 691         Reg        Normal        Typ      8430       20          60
## 692         IR1        Normal        Typ     16269       20           0
## 693         IR1        Normal        Typ      6950       20          76
## 694         IR1        Normal        Typ      8800       20          61
## 695         IR1        Normal        Typ      7000       20           0
## 696         IR1        Normal        Typ      9286       20           0
## 697         IR1        Normal        Typ     15523       20          36
## 698         Reg        Normal        Typ      7200       20          60
## 699         Reg        Normal        Typ      7200       85          60
## 700         Reg        Normal        Typ      8445       85          70
## 701         Reg        Normal        Typ     11664       20          90
## 702         IR1        Normal        Typ     12334       60           0
## 703         Reg        Normal        Typ     11838       20           0
## 704         Reg        Normal        Typ     11885       60           0
## 705         Reg        Normal        Typ     11050       60           0
## 706         Reg        Normal        Typ      8749       60          70
## 707         Reg        Normal        Typ     11250       60           0
## 708         Reg        Normal        Typ     15750       20          90
## 709         Reg        Normal        Typ     11883       20          73
## 710         Reg        Normal        Typ     12782       20           0
## 711         Reg        Normal        Typ      8750       20          70
## 712         Reg        Normal        Typ      9375       60           0
## 713         Reg        Normal        Typ      8750       60          70
## 714         Reg        Normal        Typ      9100       20          70
## 715         Reg        Normal        Typ      9750       20          75
## 716         Reg        Normal        Typ      4435      120           0
## 717         Reg        Normal        Typ      4435      120           0
## 718         Reg        Normal        Typ     10200       20          85
## 719         IR1        Normal        Typ      9313       60          65
## 720         Reg        Normal        Typ      8487       20          63
## 721         Reg        Normal        Typ      8633       60          64
## 722         Reg        Normal        Typ     11069       60          85
## 723         Reg        Normal        Typ      8777       20          67
## 724         Reg        Normal        Typ      9937       20          75
## 725         Reg        Normal        Typ      8877       20          67
## 726         Reg        Normal        Typ      7301       85          64
## 727         IR1        Normal        Typ      7950       60          75
## 728         IR1        Normal        Typ     13286       20          86
## 729         Reg        Normal        Typ      3675      180          35
## 730         Reg        Normal        Typ      9405       20          50
## 731         Reg        Normal        Typ      6410       20          64
## 732         Reg        Normal        Typ      4060       30          56
## 733         Reg        Normal        Typ     10926       90          65
## 734         Reg        Normal        Typ     12354       50          67
## 735         Reg        Normal        Typ      8212       50          45
## 736         Reg        Normal        Typ      9900       50          60
## 737         Reg        Normal        Typ     15863       75         102
## 738         Reg        Normal        Typ      5707       70          43
## 739         Reg        Normal        Typ      8574       30          64
## 740         Reg        Normal        Typ      6171       50          51
## 741         Reg        Normal        Typ      7200       70          60
## 742         Reg        Normal        Typ      7558       50          57
## 743         Reg        Normal        Typ      6292       50          52
## 744         Reg        Normal        Typ      7155       70          53
## 745         Reg        Normal        Typ     10918       70          53
## 746         IR1        Normal        Typ      7500       70           0
## 747         IR1        Normal        Typ     14680       20          80
## 748         IR1        Normal        Typ     13360       30          80
## 749         IR1        Normal        Typ      7681       50          54
## 750         IR1        Normal        Typ      8145       90           0
## 751         Reg        Family        Typ      9100       20          70
## 752         Reg        Normal        Typ     12000       70          75
## 753         IR1        Normal        Typ     13339       20          90
## 754         Reg        Family        Typ     14000       20          80
## 755         Reg        Normal        Typ     17500       20         100
## 756         Reg        Normal        Typ      1733      160          24
## 757         Reg        Normal        Typ      1488      160          24
## 758         Reg        Normal        Typ      1612      160          24
## 759         Reg        Normal        Typ      1300      160          24
## 760         IR1        Normal        Typ     13607       80           0
## 761         IR1        Normal        Typ     21695       20           0
## 762         Reg        Normal        Typ     10690       70          59
## 763         Reg        Normal        Typ      8660       70          50
## 764         Reg        Normal        Typ      6402       70          60
## 765         Reg        Normal        Typ     10125       60          75
## 766         IR1        Normal        Typ     12118       20          43
## 767         IR1        Normal        Typ     12209       60          71
## 768         Reg        Normal        Typ      9750       85          75
## 769         Reg        Normal        Typ      9360       85          72
## 770         Reg        Normal        Typ     10125       90          75
## 771         IR1        Normal        Typ      9947       80           0
## 772         IR1        Normal        Typ     12898       20          89
## 773         IR1        Normal        Typ     13438       20         113
## 774         IR1        Normal        Typ     14463       20          79
## 775         IR1        Normal        Typ      8925       20          73
## 776         IR1        Normal        Typ     11457       20         130
## 777         IR1        Normal        Typ      9839       60           0
## 778         IR1        Normal        Typ      6853       20           0
## 779         Reg        Normal        Typ     14601       20          85
## 780         IR1        Normal        Typ     12633       20          85
## 781         IR1        Normal        Typ     12518       20          75
## 782         Reg        Normal        Typ      4500      120          32
## 783         Reg        Normal        Typ      4500      120           0
## 784         Reg        Normal        Typ      1596      180          21
## 785         Reg        Normal        Typ      9858       20          62
## 786         Reg        Normal        Typ      1526      180          21
## 787         IR1        Normal        Typ     13383       20          83
## 788         Reg        Normal        Typ      1477      180          21
## 789         Reg        Normal        Typ      1533      160          21
## 790         Reg        Normal        Typ      2217      160          21
## 791         IR1        Normal        Typ      7689       85          50
## 792         Reg        Normal        Typ      7706       80          62
## 793         IR1        Normal        Typ      9101       85           0
## 794         IR1        Normal        Typ      8780       20           0
## 795         Reg        Normal        Typ      7669       85          70
## 796         IR1        Normal        Typ     14115       50          85
## 797         Reg        Normal        Typ     10429       60          62
## 798         IR1        Normal        Typ      9819       20           0
## 799         IR1        Normal        Typ     10457       60          70
## 800         IR1        Normal        Typ     12925       20           0
## 801         Reg        Normal        Typ     11075       60          85
## 802         IR1        Normal        Typ      8702       60          72
## 803         Reg        Normal        Typ      8139       60          65
## 804         IR1        Normal        Typ      9535       60          59
## 805         IR1        Normal        Typ      9042       60          59
## 806         IR2        Normal        Typ     15038       60           0
## 807         IR1        Normal        Typ     14137       20          53
## 808         IR2        Normal        Typ     21872       60          57
## 809         Reg        Normal        Typ      4923      120          41
## 810         IR1        Normal        Typ      5395      120          41
## 811         IR1        Normal        Typ      5070      120          39
## 812         IR1        Normal        Typ     10839       60         100
## 813         IR1        Family        Typ     11184       60          73
## 814         Reg        Normal        Typ      8000       60           0
## 815         IR1        Normal        Typ     10832       60           0
## 816         Reg        Normal        Typ     14067       60           0
## 817         IR1        Normal        Typ      4671      120          40
## 818         IR1        Normal        Typ      5950      120          65
## 819         IR1        Normal        Typ     13543       60         101
## 820         IR1        Normal        Typ     11198       60          77
## 821         IR1        Normal        Typ     15401       20          53
## 822         Reg        Normal        Typ      8118      120          60
## 823         IR1        Family        Typ     47280       20           0
## 824         IR1        Normal        Typ     20544       60          46
## 825         IR1        Normal        Typ     12680       20          63
## 826         IR1        Normal        Typ     12090       20          78
## 827         IR1        Normal        Typ     10825       20           0
## 828         IR1        Normal        Typ     18559       20          56
## 829         Reg        Normal        Typ     14450       20          85
## 830         IR1        Normal        Typ     12227       60           0
## 831         Reg        Normal        Typ     13068       20          90
## 832         Reg        Normal        Typ      9743       60          75
## 833         Reg        Normal        Typ     10400       20          80
## 834         Reg        Normal        Typ     10480       60          80
## 835         Reg        Normal        Typ     10000       20          80
## 836         IR1        Normal        Typ     14311       60           0
## 837         Reg        Normal        Typ      9000       90          60
## 838         Reg        Normal        Typ      9750       20          65
## 839         Reg        Normal        Typ     10295       20          68
## 840         Reg        Normal        Typ      7560       20          63
## 841         IR1        Normal        Typ     12735       20           0
## 842         Reg        Normal        Typ      1680      160          21
## 843         Reg        Normal        Typ      1680      160          21
## 844         Reg        Normal        Typ      1890      160          21
## 845         Reg        Normal        Typ      1869      160          21
## 846         Reg        Normal        Typ      1680      160          21
## 847         Reg        Normal        Typ      1680      160          21
## 848         Reg        Normal        Typ      2308      160          24
## 849         Reg        Normal        Typ      2529      120          24
## 850         Reg        Normal        Typ      9477       20           0
## 851         Reg        Normal        Typ     13693       20         105
## 852         IR1        Normal        Typ     14418       20         104
## 853         Reg        Normal        Typ     12539       60          96
## 854         IR1        Normal        Typ     12151       60         102
## 855         Reg        Normal        Typ      8899       60          74
## 856         IR1        Normal        Typ     10574       60          85
## 857         Reg        Normal        Typ     12720       20         106
## 858         IR1        Normal        Typ     13688       60         110
## 859         Reg        Normal        Typ     10625       60          85
## 860         IR1        Normal        Typ     10845       20          92
## 861         Reg        Normal        Typ     16900       60         130
## 862         IR1        Normal        Typ     16451       60         112
## 863         IR3        Normal        Typ     12304      120         135
## 864         IR1        Normal        Typ     12677      120          62
## 865         IR1        Normal        Typ      8849      120          63
## 866         Reg        Normal        Typ      6240      120          48
## 867         Reg        Normal        Typ      6240      120          48
## 868         Reg        Normal        Typ      2448      160          36
## 869         Reg        Normal        Typ      2448      160          36
## 870         Reg        Normal        Typ      8198      120          59
## 871         Reg        Normal        Typ      3940      120           0
## 872         Reg        Normal        Typ      3940      120           0
## 873         Reg        Normal        Typ      3182      120          43
## 874         Reg        Normal        Typ      3182       20          43
## 875         IR1        Normal        Typ      9024       60          80
## 876         IR1        Normal        Typ      7415       60          62
## 877         IR1        Normal        Typ      9587       80          59
## 878         IR1        Normal        Typ      8029       60          51
## 879         IR1        Normal        Typ      8010       60           0
## 880         IR1        Normal        Typ      8396       60           0
## 881         IR1        Normal        Typ     10261       60          93
## 882         IR1        Normal        Typ      8220       60          71
## 883         IR1        Normal        Typ     15384       60          60
## 884         Reg        Normal        Typ      7750       60           0
## 885         IR1        Normal        Typ     12460       60          41
## 886         IR1        Normal        Typ      8390       60          77
## 887         Reg        Normal        Typ      9660       75          84
## 888         Reg        Normal        Typ      9200       60          80
## 889         IR1        Normal        Typ     14260       60          84
## 890         Reg        Normal        Typ     11000       60           0
## 891         IR1        Normal        Typ     11675       20         136
## 892         IR1        Normal        Typ     10990       60          97
## 893         IR1        Normal        Typ     11929       60           0
## 894         IR1        Normal        Typ     10437       20          91
## 895         Reg        Normal        Typ     10542       60          96
## 896         Reg        Normal        Typ     10010       60          91
## 897         IR1        Normal        Typ     10944       60          81
## 898         IR1        Normal        Typ     14303       20          91
## 899         IR1        Normal        Typ     14598       60          86
## 900         IR1        Normal        Typ     11957       20          75
## 901         IR1        Normal        Typ     13253       20          74
## 902         Reg        Normal        Typ     10206       20          78
## 903         Reg        Normal        Typ      9801       60          73
## 904         Reg        Normal        Typ     10037       20          87
## 905         Reg        Normal        Typ      9803       60          75
## 906         Reg        Normal        Typ      9375       60          75
## 907         Reg        Normal        Typ     10625       60          85
## 908         Reg        Normal        Typ      8125       60          65
## 909         Reg        Normal        Typ     10625       20          85
## 910         IR1        Normal        Typ      8791       60          64
## 911         Reg        Normal        Typ      7500       20          63
## 912         Reg        Normal        Typ     10110       60          68
## 913         Reg        Normal        Typ     12774       60          67
## 914         Reg        Normal        Typ     13072       20          63
## 915         Reg        Normal        Typ     13695       20          66
## 916         Reg        Normal        Typ     13695       20          66
## 917         IR1        Normal        Typ      8366       60          65
## 918         Reg        Normal        Typ      9260       20          81
## 919         IR1        Normal        Typ      8453       60          65
## 920         IR1        Normal        Typ      8480       60          50
## 921         Reg        Normal        Typ      8125       20          65
## 922         IR2        Normal        Typ     14565       60          43
## 923         Reg        Normal        Typ      8450       60          65
## 924         Reg        Normal        Typ      8285       60          75
## 925         Reg        Normal        Typ      7153       20           0
## 926         IR1        Normal        Typ      9291       60          76
## 927         Reg        Normal        Typ      8012      120          50
## 928         Reg        Normal        Typ      7892      120          55
## 929         Reg        Normal        Typ      9100       20          70
## 930         IR2        Normal        Typ     12968       20           0
## 931         Reg        Normal        Typ      8100       20          75
## 932         Reg        Normal        Typ      8450      190          65
## 933         IR1        Normal        Typ      6768       20          65
## 934         Reg        Normal        Typ     19508       20          95
## 935         Reg        Normal        Typ     10759       50          70
## 936         IR1        Normal        Typ      9205       60           0
## 937         Reg        Normal        Typ     11025       60         105
## 938         IR2        Normal        Typ      4282      120          59
## 939         IR1        Normal        Typ      4017      160          35
## 940         IR1        Normal        Typ      3435      120          37
## 941         Reg        Normal        Typ      3180      160          30
## 942         Reg        Normal        Typ      2280      160          24
## 943         Reg        Normal        Typ      2280      160          24
## 944         IR1        Normal        Typ      4765      120           0
## 945         IR1        Normal        Typ      4538      120           0
## 946         IR1        Normal        Typ      4385      120          42
## 947         IR1        Normal        Typ      4109      120          35
## 948         Reg        Normal        Typ      2160      160          24
## 949         Reg        Normal        Typ      2160      160          24
## 950         IR1        Normal        Typ     10646       60          79
## 951         Reg        Normal        Typ      2645      160          24
## 952         Reg        Normal        Typ      2645      160          24
## 953         IR1        Normal        Typ      3951      160          36
## 954         IR2        Normal        Typ     14963      120          38
## 955         IR2        Normal        Typ     11064      120          22
## 956         IR1        Normal        Typ     10846      120          32
## 957         IR1        Normal        Typ     11120       20           0
## 958         IR1        Family        Typ     24572       60           0
## 959         Reg        Normal        Typ     16280       20         103
## 960         Reg        Normal        Typ      7500       60           0
## 961         Reg        Normal        Typ     10400       20          80
## 962         IR1        Normal        Typ     11104       80           0
## 963         Reg        Family        Typ     11050       20          85
## 964         IR1        Normal        Typ     15387       20           0
## 965         Reg        Normal        Typ      9750       90          75
## 966         Reg        Normal        Typ     10800       60          90
## 967         Reg        Normal        Typ      8814       60          73
## 968         Reg        Normal        Typ      8872       20          72
## 969         Reg        Normal        Typ      8125       20          65
## 970         IR1        Normal        Typ     11072       90          72
## 971         IR1        Normal        Typ     13101       90          74
## 972         IR1        Normal        Typ      9246       90          87
## 973         IR1        Normal        Typ     13355       60           0
## 974         IR1        Normal        Typ      8963       60           0
## 975         Reg        Normal        Typ      9120       60          76
## 976         Reg        Normal        Typ      9130       60           0
## 977         IR1        Normal        Typ     12122       85           0
## 978         Reg        Normal        Typ      9900       60           0
## 979         IR1        Normal        Typ      7785       20          74
## 980         IR1        Normal        Typ      8593       20          77
## 981         IR1        Normal        Typ      8475       20           0
## 982         Reg        Normal        Typ      8700       20          80
## 983         IR1        Normal        Typ     10175       20         100
## 984         Reg        Normal        Typ      9020       80          82
## 985         Reg        Normal        Typ      9200       20          80
## 986         Reg        Normal        Typ      8250       20          75
## 987         Reg        Normal        Typ      9350       80          85
## 988         Reg        Normal        Typ      9020       80          82
## 989         IR1        Normal        Typ     10007       20          72
## 990         IR1        Normal        Typ     10721       20          80
## 991         IR1        Normal        Typ     12493       20           0
## 992         IR1        Normal        Typ     11332       20           0
## 993         IR1        Normal        Typ      6627       20           0
## 994         Reg        Normal        Typ      7420      190          50
## 995         IR1        Normal        Typ      4882       70          50
## 996         Reg        Normal        Typ      9600       20          80
## 997         Reg        Normal        Typ      9600       20          80
## 998         Reg        Normal        Typ      9600       80          80
## 999         Reg        Normal        Typ      7584       20          63
## 1000        IR1        Normal        Typ     13700       60           0
## 1001        IR1        Normal        Typ     10197       20          80
## 1002        Reg        Normal        Typ      7875       20          75
## 1003        IR1        Normal        Typ      9150       80         101
## 1004        Reg        Normal        Typ     14670       60          90
## 1005        IR1        Normal        Typ      7390       20           0
## 1006        Reg        Normal        Typ      9204       20          71
## 1007        Reg        Normal        Typ      7763       20          70
## 1008        Reg        Normal        Typ      8856       20          74
## 1009        Reg        Normal        Typ      9840       20          82
## 1010        Reg        Normal        Typ      9120       20          76
## 1011        IR1        Normal        Typ     13200       20          90
## 1012        Reg        Normal        Typ      9000       20          72
## 1013        IR1        Normal        Typ     11900       20          80
## 1014        Reg        Normal        Typ      9464       20          75
## 1015        Reg        Normal        Typ     10425       20          75
## 1016        Reg        Normal        Typ     11556       20          60
## 1017        IR1        Normal        Typ      9373       20         102
## 1018        Reg        Normal        Typ     12774       20           0
## 1019        Reg        Normal        Typ     14250       20          95
## 1020        Reg        Normal        Typ     12436       90          76
## 1021        Reg        Normal        Typ     10122       20          60
## 1022        Reg        Normal        Typ      7506       50          45
## 1023        Reg        Normal        Typ     10930       50          60
## 1024        Reg        Normal        Typ      5400       30          60
## 1025        Reg        Normal        Typ     10836       50          60
## 1026        Reg        Normal        Typ     10800      190          60
## 1027        IR1        Normal        Typ      9247       60          70
## 1028        IR1        Normal        Typ     10180       20          78
## 1029        IR1        Normal        Typ     11355       20          76
## 1030        IR1        Normal        Typ     10920       20           0
## 1031        IR1        Normal        Typ     12929       20           0
## 1032        IR2        Normal        Typ     27650       20         313
## 1033        Reg        Normal        Typ      8892       20          74
## 1034        Reg        Normal        Typ      8000       20          80
## 1035        Reg        Normal        Typ      8000       20          80
## 1036        Reg        Normal        Typ      7931       20          70
## 1037        Reg        Normal        Typ      8064       50          60
## 1038        Reg        Normal        Typ      6390       45          64
## 1039        Reg        Normal        Typ      7227       45          59
## 1040        Reg        Normal        Typ      7200       50          60
## 1041        Reg        Normal        Typ      7200       50          60
## 1042        Reg        Normal        Typ      7200       20          60
## 1043        Reg        Normal        Typ      7056       60          71
## 1044        Reg        Normal        Typ      9760       60          80
## 1045        Reg        Normal        Typ      7590       20          69
## 1046        IR3        Normal        Typ      5232       30          30
## 1047        Reg        Normal        Typ     10440       70          60
## 1048        Reg        Normal        Typ      9184       50          57
## 1049        Reg        Normal        Typ      4800       70          80
## 1050        Reg        Normal        Typ      4800       30          60
## 1051        Reg        Normal        Typ      6000       75          60
## 1052        Reg        Normal        Typ     11426      190          63
## 1053        Reg        Normal        Typ      7308       50          81
## 1054        Reg        Normal        Typ      5400       30          60
## 1055        Reg        Normal        Typ     10800      190          60
## 1056        Reg        Normal        Typ      6756       30          60
## 1057        Reg        Normal        Typ      5914       50          44
## 1058        Reg        Normal        Typ     12000       20         100
## 1059        Reg        Normal        Typ      9000       50          75
## 1060        Reg        Normal        Typ      6000       20          50
## 1061        Reg        Normal        Typ      6000       20          50
## 1062        Reg        Normal        Typ     18386       75          87
## 1063        Reg        Normal        Typ      9142      190          69
## 1064        IR1        Normal        Typ     12665       50         100
## 1065        Reg        Normal        Typ      5350       75          53
## 1066        Reg        Normal        Typ      9143       50          69
## 1067        Reg        Normal        Typ      9600      190          60
## 1068        Reg        Normal        Typ      9600       75          60
## 1069        Reg        Normal        Typ      6000       70          60
## 1070        Reg        Normal        Typ      9600       70          60
## 1071        Reg        Normal        Typ     10800      190          60
## 1072        Reg        Normal        Typ      6300       75          35
## 1073        Reg        Normal        Typ      5250       70          50
## 1074        Reg        Normal        Typ      5700       50           0
## 1075        Reg        Normal        Typ     13500       75          75
## 1076        Reg        Normal        Typ     10800       70          60
## 1077        Reg        Normal        Typ      9750       20          65
## 1078        Reg        Normal        Typ     12150       50          81
## 1079        Reg        Normal        Typ     12702       20          70
## 1080        Reg        Normal        Typ      8516       20          52
## 1081        IR1        Normal        Typ      7111       30          55
## 1082        Reg        Normal        Typ      9100       40          50
## 1083        Reg        Normal        Typ      7010       50           0
## 1084        Reg        Normal        Typ      6130       45          50
## 1085        Reg        Normal        Typ      5000       50          50
## 1086        Reg        Normal        Typ      5870       70          59
## 1087        Reg        Normal        Typ      6000       50          50
## 1088        Reg        Normal        Typ      6000       30          50
## 1089        Reg        Normal        Typ      6000       50          50
## 1090        Reg        Normal        Typ      6000       50          50
## 1091        Reg        Normal        Typ      6000       50          50
## 1092        Reg        Normal        Typ      5000       45          50
## 1093        IR1        Normal        Typ      5520       50          60
## 1094        Reg        Normal        Typ      6240       50          52
## 1095        Reg        Normal        Typ      6240       50          52
## 1096        Reg        Normal        Typ      6120       70          51
## 1097        IR1        Normal        Typ      6155       70          60
## 1098        IR1        Normal        Typ      6324       30          60
## 1099        Reg        Normal        Typ     13053       50          64
## 1100        Reg        Normal        Typ      9120       50          60
## 1101        Reg        Normal        Typ      9144       50          60
## 1102        Reg        Normal        Typ      9144       50           0
## 1103        Reg        Normal        Typ     10267       30          55
## 1104        Reg        Normal        Typ      8094       60          57
## 1105        Reg        Normal        Typ      5100       70           0
## 1106        Reg        Normal        Typ      4347       50          63
## 1107        IR1        Normal        Typ      6291       30           0
## 1108        Reg        Normal        Typ     10320       50           0
## 1109        Reg        Normal        Typ      7200       30          60
## 1110        Reg        Family        Typ      7006       50          62
## 1111        IR1        Normal        Typ      7920       50           0
## 1112        IR1        Normal        Typ      8235       20          49
## 1113        Reg        Family        Typ     10320       30          60
## 1114        Reg        Normal        Typ     10320      190          60
## 1115        Reg        Normal        Typ     10320       50          60
## 1116        Reg        Normal        Typ      8250       20          55
## 1117        Reg        Normal        Typ     21286       50         115
## 1118        Reg        Normal        Typ     10106      190          62
## 1119        Reg        Normal        Typ     11200       20          70
## 1120        Reg        Normal        Typ     13014       80          80
## 1121        IR1        Normal        Typ     10265       20          68
## 1122        IR1        Normal        Typ      9764       20          57
## 1123        IR1        Normal        Typ      7703       85           0
## 1124        IR1        Normal        Typ      9981       20           0
## 1125        IR1        Normal        Typ      7400       85           0
## 1126        Reg        Normal        Typ      9000       20           0
## 1127        IR1        Normal        Typ      8544       20           0
## 1128        Reg        Normal        Typ      9239       20          94
## 1129        Reg        Normal        Typ     14175       20          88
## 1130        Reg        Normal        Typ     13284       20           0
## 1131        Reg        Normal        Typ     13500       20           0
## 1132        Reg        Normal        Typ     10200       30          60
## 1133        Reg        Normal        Typ     10200       80           0
## 1134        Reg        Normal        Typ      2887      120           0
## 1135        Reg        Normal        Typ     10005       60          83
## 1136        IR1        Normal        Typ     20270       20          82
## 1137        IR1        Normal        Typ     11512       80         124
## 1138        Reg        Normal        Typ      5190       50          50
## 1139        IR1        Normal        Typ     10452       20          85
## 1140        IR2        Normal        Typ     45600       50          75
## 1141        Reg        Normal        Typ     19550       30          85
## 1142        Reg        Normal        Typ     21780       50          66
## 1143        Reg        Normal        Typ     13728       70         120
## 1144        Reg        Normal        Typ      9571       20          68
## 1145        Reg        Normal        Typ      9350       90          50
## 1146        Reg        Normal        Typ      9360       60          50
## 1147        Reg        Normal        Typ      8405       50          50
## 1148        Reg        Normal        Typ      7000      190          70
## 1149        Reg        Normal        Typ     10880      190          68
## 1150        Reg        Normal        Typ      9600       50          60
## 1151        Reg        Normal        Typ      9084       50          60
## 1152        Reg        Normal        Typ     11839       60          86
## 1153        IR3        Normal        Typ      9771       60           0
## 1154        Reg        Normal        Typ      9938       20          80
## 1155        IR2        Normal        Typ     14171       60           0
## 1156        IR1        Normal        Typ     10541       80          85
## 1157        IR1        Normal        Typ      9345       20          65
## 1158        IR2        Normal        Typ     11228       60          59
## 1159        IR2        Normal        Typ     11454       80           0
## 1160        IR1        Normal        Typ     11500       20           0
## 1161        IR1        Normal        Typ     12798       60          79
## 1162        Reg        Normal        Typ      9750       20          65
## 1163        Reg        Normal        Typ      9525       20          75
## 1164        IR2        Normal        Typ      9245       20          57
## 1165        IR1        Normal        Typ      8696       20           0
## 1166        IR1        Normal        Typ     13142       60           0
## 1167        IR1        Normal        Typ      8998       60          68
## 1168        IR1        Normal        Typ      8924       60          57
## 1169        IR1        Normal        Typ      9382       20          93
## 1170        IR1        Normal        Typ     12803       20          88
## 1171        Reg        Normal        Typ     12435       60          80
## 1172        IR1        Normal        Typ     12192       60          75
## 1173        IR1        Normal        Typ     11250       60          68
## 1174        IR1        Normal        Typ      9200       20           0
## 1175        Reg        Normal        Typ      8385       80          65
## 1176        IR1        Normal        Typ     12250       20           0
## 1177        IR1        Normal        Typ     10970       80           0
## 1178        IR1        Normal        Typ      7990       20          88
## 1179        IR1        Normal        Typ      7180       20          60
## 1180        Reg        Normal        Typ      7200       20          60
## 1181        Reg        Normal        Typ      9742       20          75
## 1182        Reg        Normal        Typ      9473       60          75
## 1183        IR1        Normal        Typ     10316       60           0
## 1184        Reg        Normal        Typ     10400       60           0
## 1185        IR1        Normal        Typ      9066       60          73
## 1186        IR1        Normal        Typ     11404       60          75
## 1187        Reg        Normal        Typ      9240       60           0
## 1188        IR1        Normal        Typ      9720       60           0
## 1189        IR2        Normal        Typ     14860       20           0
## 1190        Reg        Normal        Typ     11250       60           0
## 1191        Reg        Normal        Typ      8158       60          65
## 1192        IR2        Normal        Typ     10905       60          41
## 1193        IR1        Normal        Typ      7226       60          72
## 1194        IR1        Normal        Typ     11690       60          96
## 1195        Reg        Normal        Typ      8750       60          70
## 1196        Reg        Normal        Typ      4435      120          37
## 1197        Reg        Normal        Typ      4426      120           0
## 1198        Reg        Normal        Typ     13125       20          75
## 1199        Reg        Normal        Typ      9135       20          70
## 1200        Reg        Normal        Typ      8450       60          65
## 1201        Reg        Normal        Typ      9750       20          75
## 1202        Reg        Normal        Typ      8450       20          65
## 1203        Reg        Normal        Typ      8320       60          64
## 1204        Reg        Normal        Typ     11049       20          85
## 1205        Reg        Normal        Typ     11058       20          85
## 1206        Reg        Normal        Typ      9627       20          74
## 1207        Reg        Normal        Typ      8199       60          63
## 1208        Reg        Normal        Typ      4426      120           0
## 1209        Reg        Normal        Typ      4426      120           0
## 1210        Reg        Normal        Typ      4438      120           0
## 1211        Reg        Normal        Typ      4438      120           0
## 1212        Reg        Normal        Typ      8777       30          67
## 1213        Reg        Normal        Typ      8777       90          67
## 1214        Reg        Normal        Typ      9937       20          75
## 1215        Reg        Family        Typ     12102       85          64
## 1216        Reg        Normal        Typ      6500       20          65
## 1217        Reg        Normal        Typ     13907       30          63
## 1218        Reg        Normal        Typ     10012       85          90
## 1219        Reg        Normal        Typ      6931       60          60
## 1220        IR1        Normal        Typ      9638       80           0
## 1221        Reg        Normal        Typ      7200       60          72
## 1222        Reg        Normal        Typ      7024       20          60
## 1223        IR1        Normal        Typ     47007       20         123
## 1224        Reg        Normal        Typ      3675      180          35
## 1225        Reg       AdjLand        Typ      6040       90          65
## 1226        Reg       AdjLand        Typ      6012       90          65
## 1227        Reg        Normal        Typ     12108       90          92
## 1228        Reg        Normal        Typ      6845       90          74
## 1229        Reg        Normal        Typ      6931      190          56
## 1230        Reg        Family        Typ     12180       50          60
## 1231        Reg        Normal        Typ      9520       20          68
## 1232        Reg        Normal        Typ     11767       50          70
## 1233        Reg        Normal        Typ      8172       50          60
## 1234        IR1        Normal        Typ     16466       50          59
## 1235        Reg        Normal        Typ      5142       30          67
## 1236        Reg        Normal        Typ      5604       30          67
## 1237        Reg        Normal        Typ      8248       30          45
## 1238        Reg        Normal        Typ      5687      190          55
## 1239        IR1        Normal        Typ     12155       70           0
## 1240        Reg        Normal        Typ      8400       75          60
## 1241        Reg        Normal        Typ      8400       50          60
## 1242        Reg        Normal        Typ      7290       30          60
## 1243        Reg        Normal        Typ      9842       70          51
## 1244        Reg        Normal        Typ      8969       70          66
## 1245        Reg        Normal        Typ     15576       70          63
## 1246        Reg        Normal        Typ     15564       50          63
## 1247        Reg        Normal        Typ      6292       30          52
## 1248        Reg        Normal        Typ      7609       70          54
## 1249        IR1        Normal        Typ      9650       70           0
## 1250        Reg        Normal        Typ      7200       70          60
## 1251        IR1        Normal        Typ     11988       70          74
## 1252        IR1        Normal        Typ      9260       50           0
## 1253        IR1        Normal        Typ      7801       20          79
## 1254        IR1        Normal        Typ     14100       50           0
## 1255        IR1        Normal        Typ     15660       50           0
## 1256        Reg        Normal        Typ     12392       50          70
## 1257        IR1        Normal        Typ     26073       20          56
## 1258        IR1        Normal        Typ     14778       20           0
## 1259        Reg        Normal        Typ      1879      160          24
## 1260        Reg        Normal        Typ      1950      160          24
## 1261        Reg        Normal        Typ      7000       30          50
## 1262        Reg        Normal        Typ      6000       50          60
## 1263        Reg        Normal        Typ      3636       30          40
## 1264        Reg        Normal        Typ      5890       30           0
## 1265        Reg        Normal        Typ      6900       30          71
## 1266        Reg        Normal        Typ      8155       50          58
## 1267        Reg        Normal        Typ      7392       30          60
## 1268        Reg        Normal        Typ      9000       50          75
## 1269        IR1        Normal        Typ      3811      120          44
## 1270        IR1        Normal        Typ      3842      120          44
## 1271        IR2        Normal        Typ     23730       20           0
## 1272        IR1        Normal        Typ     13265       20           0
## 1273        Reg        Normal        Typ     11050       60           0
## 1274        Reg        Normal        Typ      9880       80          76
## 1275        Reg        Normal        Typ     10125       20          75
## 1276        Reg        Normal        Typ      9990       20          74
## 1277        IR1        Normal        Typ      4084      120          42
## 1278        IR1        Normal        Typ     11563       20          74
## 1279        Reg        Normal        Typ      9802       80          73
## 1280        Reg        Normal        Typ      9735       80          73
## 1281        IR1        Normal        Typ     12890       20          75
## 1282        Reg        Normal        Typ     18265       20          93
## 1283        IR1        Normal        Typ     11202       20          82
## 1284        IR1        Normal        Typ      7915       20           0
## 1285        Reg        Normal        Typ     12244       60          85
## 1286        IR1        Normal        Typ     11449       20          79
## 1287        IR1        Normal        Typ     11447       20          85
## 1288        Reg        Normal        Typ      4500      120          32
## 1289        Reg        Normal        Typ     14137       85         150
## 1290        Reg        Normal        Typ      4224      120           0
## 1291        Reg        Normal        Typ      2665      160           0
## 1292        Reg        Normal        Typ      2665      160          41
## 1293        Reg        Normal        Typ      1974      180          21
## 1294        Reg        Normal        Typ      1596      180          21
## 1295        IR1        Normal        Typ     17979       20           0
## 1296        Reg        Normal        Typ      1477      160          21
## 1297        Reg        Normal        Typ      1890      180          21
## 1298        Reg        Normal        Typ     21750       20         100
## 1299        Reg        Normal        Typ      6490       20          59
## 1300        IR1        Normal        Typ      6951       20          37
## 1301        Reg        Normal        Typ      6600       20          60
## 1302        Reg        Normal        Typ      6600       20          60
## 1303        Reg        Normal        Typ      6600       20          60
## 1304        Reg        Normal        Typ     12395       20          74
## 1305        Reg        Normal        Typ     10667       20          85
## 1306        Reg        Normal        Typ     10628       20          85
## 1307        IR1        Normal        Typ     13651       20          95
## 1308        IR1        Normal        Typ     15865       20          95
## 1309        IR1        Family        Typ     12394       60           0
## 1310        IR1        Normal        Typ     10364       60           0
## 1311        IR2        Normal        Typ     13869       60           0
## 1312        IR1        Normal        Typ      8773       60          57
## 1313        IR1        Normal        Typ      8872       80          56
## 1314        Reg        Normal        Typ      5330      120          41
## 1315        IR1        Normal        Typ     10147       80           0
## 1316        Reg        Normal        Typ      7875       60          63
## 1317        Reg        Normal        Typ      7875       20          63
## 1318        Reg        Normal        Typ      7500       60          60
## 1319        IR1        Normal        Typ      9556       20           0
## 1320        IR1        Normal        Typ     10784       80           0
## 1321        IR1        Normal        Typ      9125       80           0
## 1322        IR1        Normal        Typ      7655       60           0
## 1323        Reg        Normal        Typ      3696      120           0
## 1324        IR1        Normal        Typ      4740      120          38
## 1325        IR1        Normal        Typ      5118      120          35
## 1326        IR1        Normal        Typ     14157       20          86
## 1327        IR1        Normal        Typ     12328       60          98
## 1328        IR1        Normal        Typ      8035      120          61
## 1329        IR1        Normal        Typ     14082       20          85
## 1330        IR1        Normal        Typ     12546       20           0
## 1331        Reg        Normal        Typ     12090       60          78
## 1332        Reg        Normal        Typ     12299       20          93
## 1333        IR1        Normal        Typ     11339       60          61
## 1334        Reg        Normal        Typ     11952       60          92
## 1335        IR1        Normal        Typ     12046       60           0
## 1336        IR1        Normal        Typ     10395       80           0
## 1337        Reg        Normal        Typ     11850       20          79
## 1338        Reg        Normal        Typ     11584       60          80
## 1339        Reg        Normal        Typ     10400       20          80
## 1340        IR1        Normal        Typ     13001       20         128
## 1341        IR1        Normal        Typ     12243       20          70
## 1342        Reg        Normal        Typ     11700       60          90
## 1343        Reg        Normal        Typ     12384       60           0
## 1344        IR1        Normal        Typ      8991       80          64
## 1345        Reg        Normal        Typ      8000       60          80
## 1346        Reg        Normal        Typ     10500       80          70
## 1347        IR1        Normal        Typ     10530       20           0
## 1348        IR1        Normal        Typ      7472       60           0
## 1349        Reg        Normal        Typ      7920       20          66
## 1350        IR1        Normal        Typ      9758       20          61
## 1351        Reg        Normal        Typ      8294       20          70
## 1352        IR1        Normal        Typ      7340       20           0
## 1353        Reg        Normal        Typ     17199       20           0
## 1354        Reg        Normal        Typ      9000       20          60
## 1355        Reg        Normal        Typ      4058      120          34
## 1356        IR1        Normal        Typ      4113      120          33
## 1357        IR2        Normal        Typ     10943      120          26
## 1358        Reg        Normal        Typ      2205      160          21
## 1359        Reg        Normal        Typ      1890      160          21
## 1360        Reg        Normal        Typ      2058      160          21
## 1361        Reg        Normal        Typ      2016      160          24
## 1362        IR1        Normal        Typ      4928      120           0
## 1363        Reg        Normal        Typ      2308      160          24
## 1364        Reg        Normal        Typ      2304      120          24
## 1365        Reg        Normal        Typ      7150       20          65
## 1366        Reg        Normal        Typ     15431       20         105
## 1367        Reg        Normal        Typ     13693       60         105
## 1368        IR1        Normal        Typ     11428       20          98
## 1369        IR1        Normal        Typ     13654       60         118
## 1370        Reg        Normal        Typ      9591       60          76
## 1371        IR1        Normal        Typ     13615       20          94
## 1372        IR1        Normal        Typ     13069       60          99
## 1373        IR1        Normal        Typ     12099       60          99
## 1374        Reg        Normal        Typ     14277       60         110
## 1375        Reg        Normal        Typ     11999       60          93
## 1376        IR1        Normal        Typ      9926       20          70
## 1377        IR1        Normal        Typ      9254       20          71
## 1378        IR1        Normal        Typ      7577      120          61
## 1379        Reg        Normal        Typ      3903      120          34
## 1380        IR1        Normal        Typ      6289      120          41
## 1381        Reg        Normal        Typ      4590      120          34
## 1382        Reg        Normal        Typ      4590      120          34
## 1383        IR1        Normal        Typ      6442      120          44
## 1384        IR1        Normal        Typ      7841      120          48
## 1385        Reg        Normal        Typ      7313      120          60
## 1386        Reg        Normal        Typ      3242      120          48
## 1387        Reg        Normal        Typ     10237       60          65
## 1388        IR1        Normal        Typ     12216       20          88
## 1389        Reg        Normal        Typ      3621      120           0
## 1390        IR3        Family        Typ     14572       20         182
## 1391        IR2        Normal        Typ     16219       80          65
## 1392        IR1        Family        Typ     11084       80          87
## 1393        IR1        Normal        Typ     11796       60          59
## 1394        IR1        Normal        Typ      8244       60          62
## 1395        IR1        Normal        Typ     11950       80           0
## 1396        Reg        Normal        Typ      7875       60          63
## 1397        IR1        Normal        Typ      8740       60           0
## 1398        Reg        Normal        Typ      7917       60          62
## 1399        IR1        Normal        Typ      9967       80          76
## 1400        Reg        Normal        Typ      7750       60           0
## 1401        IR1        Normal        Typ      9487       60          58
## 1402        IR1        Normal        Typ      9649       60          59
## 1403        IR1        Normal        Typ     12191       60         100
## 1404        Reg        Normal        Typ     11000       60           0
## 1405        Reg        Normal        Typ     11400       20           0
## 1406        IR1        Normal        Typ     10557       60          89
## 1407        IR1        Normal        Typ     11002       60          74
## 1408        Reg        Normal        Typ     10790       60          83
## 1409        IR1        Normal        Typ      9920       60          92
## 1410        IR1        Normal        Typ     11787       60          95
## 1411        IR1        Normal        Typ     12257       60          65
## 1412        IR1        Normal        Typ     12692       20           0
## 1413        Reg        Normal        Typ     11762       60          88
## 1414        IR1        Normal        Typ      9044       60          82
## 1415        IR1        Normal        Typ     11670       20          84
## 1416        IR1        Normal        Typ     15256       20          49
## 1417        Reg        Family        Typ     10612       20          76
## 1418        IR1        Normal        Typ     13501       20         116
## 1419        Reg        Normal        Typ     10000       20          85
## 1420        Reg        Normal        Typ      8847       20          74
## 1421        Reg        Normal        Typ      8251       20          70
## 1422        Reg        Normal        Typ     10084       20          75
## 1423        Reg        Family        Typ      9605       60          70
## 1424        Reg        Normal        Typ      8778       60          75
## 1425        Reg        Normal        Typ      9000       60          75
## 1426        Reg        Normal        Typ     11096       20          84
## 1427        IR1        Normal        Typ     11824       20         100
## 1428        IR1        Normal        Typ     11143       60         102
## 1429        Reg        Normal        Typ      7500       20          63
## 1430        Reg        Normal        Typ     12450       20          60
## 1431        IR1        Normal        Typ      7441       20          65
## 1432        IR1        Normal        Typ      8462       60          70
## 1433        IR2        Normal        Typ     11613       60           0
## 1434        Reg        Normal        Typ      8450       20          65
## 1435        IR3        Normal        Typ     16196       20           0
## 1436        Reg        Normal        Typ      8012      120          50
## 1437        Reg        Normal        Typ      8012      160          50
## 1438        IR1        Normal        Typ      9180       85           0
## 1439        Reg        Normal        Typ      8400       90          60
## 1440        Reg        Normal        Typ      6285       20          64
## 1441        Reg        Normal        Typ      8480       20          80
## 1442        Reg        Normal        Typ      7420       20          70
## 1443        IR1        Normal        Typ      7758       20           0
## 1444        Reg        Normal        Typ      6970       20          85
## 1445        Reg        Normal        Typ      7476       20          84
## 1446        IR1        Normal        Typ      9945       20           0
## 1447        IR1        Normal        Typ      6173       20           0
## 1448        IR1        Normal        Typ     19522       60           0
## 1449        IR1        Normal        Typ     17542       60           0
## 1450        IR1        Normal        Typ     10751       20          44
## 1451        IR1        Normal        Typ      9572       60           0
## 1452        Reg        Normal        Typ     10678       50          85
## 1453        IR1        Normal        Typ      4379      120          45
## 1454        Reg        Normal        Typ      2280      160          24
## 1455        Reg        Normal        Typ      3230      160          34
## 1456        Reg        Normal        Typ      2117      160           0
## 1457        Reg        Normal        Typ      2117      160          24
## 1458        Reg        Normal        Typ      2117      160           0
## 1459        IR2        Normal        Typ      5105      160           0
## 1460        Reg        Normal        Typ      2645      160          24
## 1461        IR1        Normal        Typ      7399       60          66
## 1462        IR1        Normal        Typ      7321       20          73
## 1463        IR1        Normal        Typ      8010       60           0
## 1464        IR1        Normal        Typ      8413       60         106
## 1465        IR2        Normal        Typ      9466      120          50
## 1466        Reg        Normal        Typ     12000       20          80
## 1467        IR1        Normal        Typ     16157       80           0
## 1468        IR1        Normal        Typ     10768       20          90
## 1469        IR1        Normal        Typ      3840      120          40
## 1470        Reg        Normal        Typ      9600       80          80
## 1471        Reg        Normal        Typ      9600       20          80
## 1472        IR1        Normal        Typ     17778       20          94
## 1473        IR1        Normal        Typ     18890       90           0
## 1474        Reg        Normal        Typ      7050       60           0
## 1475        Reg        Normal        Typ     11700       20          78
## 1476        Reg        Normal        Typ      8000       60          80
## 1477        IR1        Normal        Typ      8723       85           0
## 1478        Reg        Normal        Typ     11700       20         130
## 1479        IR1        Normal        Typ     11358       20         108
## 1480        Reg        Normal        Typ      9547       20          80
## 1481        Reg        Normal        Typ     10530       60          78
## 1482        IR1        Normal        Typ     11500       90           0
## 1483        IR1        Normal        Typ     10738       20          88
## 1484        Reg        Normal        Typ      9600       20          80
## 1485        Reg        Normal        Typ     10800       20          80
## 1486        Reg        Normal        Typ      8050       20          70
## 1487        IR1        Normal        Typ     10355       20           0
## 1488        Reg        Normal        Typ     10289       20          79
## 1489        IR1        Normal        Typ     10624       90           0
## 1490        IR1        Normal        Typ     10899       90           0
## 1491        IR1        Normal        Typ     12772       20           0
## 1492        IR1        Normal        Typ      8892       20          80
## 1493        Reg        Normal        Typ     10482       80          65
## 1494        IR1        Normal        Typ      7535       20          70
## 1495        IR1        Normal        Typ      8339       20           0
## 1496        IR1        Normal        Typ     14357       20           0
## 1497        IR1        Normal        Typ      8243       20          76
## 1498        Reg        Normal        Typ      8680       20          70
## 1499        Reg        Normal        Typ      8800       20          80
## 1500        Reg        Normal        Typ      9200       80          80
## 1501        Reg        Normal        Typ      8800       60          80
## 1502        IR1        Normal        Typ     11382       20           0
## 1503        Reg        Normal        Typ     22002       20           0
## 1504        IR1        Normal        Typ     14585       20           0
## 1505        Reg        Normal        Typ      7388       20          75
## 1506        Reg        Normal        Typ      9842       90          70
## 1507        IR1        Normal        Typ      8280       20          57
## 1508        Reg        Normal        Typ     12172       45          85
## 1509        Reg        Normal        Typ      5000       20          50
## 1510        Reg        Normal        Typ      3500       50          51
## 1511        Reg        Normal        Typ      5175       20          50
## 1512        Reg        Normal        Typ      9500       60         100
## 1513        Reg        Normal        Typ      9600       20          80
## 1514        Reg        Normal        Typ     11345       90          95
## 1515        Reg        Normal        Typ      9492       50          79
##      OverallCond YearBuilt ExterQual ExterCond FirstFlrSF SecondFlrSF
## 1              5      1960        TA        TA       1656           0
## 2              6      1961        TA        TA        896           0
## 3              6      1958        TA        TA       1329           0
## 4              5      1968        Gd        TA       2110           0
## 5              5      1997        TA        TA        928         701
## 6              6      1998        TA        TA        926         678
## 7              5      2001        Gd        TA       1338           0
## 8              5      1992        Gd        TA       1280           0
## 9              5      1995        Gd        TA       1616           0
## 10             5      1999        TA        TA       1028         776
## 11             5      1993        TA        TA        763         892
## 12             7      1992        TA        Gd       1187           0
## 13             5      1998        TA        TA        789         676
## 14             5      1990        TA        TA       1341           0
## 15             5      1985        Gd        TA       1502           0
## 16             7      1988        Gd        TA       1080         672
## 17             5      1951        TA        TA        864           0
## 18             6      1977        TA        TA       1844           0
## 19             6      1974        TA        TA       1173           0
## 20             5      2000        Gd        TA        814         860
## 21             7      1970        TA        TA       1004           0
## 22             6      1971        TA        TA       1078           0
## 23             6      1968        TA        TA       1056           0
## 24             5      1970        TA        TA        882           0
## 25             5      1971        TA        TA        864           0
## 26             5      1999        Gd        TA       1337           0
## 27             5      1971        TA        TA        483         504
## 28             5      1971        TA        TA        525         567
## 29             5      1971        TA        TA        525         567
## 30             5      1977        TA        TA       1069           0
## 31             6      1975        TA        TA        855         601
## 32             6      1975        TA        TA        836           0
## 33             5      1978        TA        TA        855         601
## 34             5      2007        Gd        TA       1704           0
## 35             5      2005        Gd        TA       1698           0
## 36             5      2005        Gd        TA       1822           0
## 37             5      2004        Gd        TA       1535           0
## 38             5      2003        Ex        TA       2696           0
## 39             5      2002        Gd        TA       1687         563
## 40             5      2005        Ex        TA       1752           0
## 41             5      2006        Gd        TA       1370           0
## 42             5      2003        Gd        TA        764         862
## 43             5      2005        Gd        TA       1324           0
## 44             5      2006        Gd        TA       1145           0
## 45             5      2004        Gd        TA       1269           0
## 46             5      2004        Gd        TA        744         630
## 47             5      2002        Gd        TA        860        1100
## 48             5      2004        Gd        TA        847         886
## 49             5      2000        TA        TA        774         656
## 50             5      2001        Gd        TA        884        1151
## 51             5      1999        Gd        TA       1422        1177
## 52             5      1998        Gd        TA       1645         830
## 53             5      1996        Gd        TA       1720           0
## 54             5      1994        Gd        TA       1500        1122
## 55             7      1999        Gd        TA       1164        1106
## 56             5      1998        Gd        TA       1195         644
## 57             5      1995        Gd        TA       2053        1185
## 58             5      2005        Gd        TA       1595           0
## 59             5      2009        TA        TA        764         783
## 60             5      2008        Gd        TA       1566           0
## 61             5      2004        Gd        TA        991         956
## 62             5      2005        Gd        TA       1468           0
## 63             5      2004        Gd        TA        956        1128
## 64             5      2004        Gd        TA        831         828
## 65             5      1994        Gd        TA       1222         888
## 66             5      1980        TA        TA        923           0
## 67             5      1992        Gd        TA       1055         790
## 68             5      1979        TA        TA        918           0
## 69             5      1984        TA        TA        752           0
## 70             7      1993        Gd        TA       1014         730
## 71             5      1984        TA        TA       1097           0
## 72             6      1980        TA        TA        888         676
## 73             5      1920        TA        Fa       1012           0
## 74             5      1978        TA        TA       1318         584
## 75             8      1965        TA        Gd        894           0
## 76             5      1967        TA        Gd        900           0
## 77             5      1963        TA        TA       1040           0
## 78             8      1962        TA        Gd       1040           0
## 79             5      1992        Gd        TA       1061         862
## 80             5      1993        Gd        TA       1251        1098
## 81             5      1992        Gd        TA       1402         823
## 82             5      2004        Gd        TA       1488           0
## 83             5      2004        Gd        TA        840         840
## 84             5      2004        Gd        TA        600         600
## 85             5      2004        Gd        TA        600         600
## 86             5      2004        Gd        TA        600         600
## 87             5      2005        Gd        TA        600         636
## 88             5      2000        Gd        TA        769         804
## 89             5      2000        Gd        TA        756         756
## 90             5      1999        Gd        TA        696         720
## 91             5      2003        Gd        TA        530         550
## 92             5      2000        Gd        TA        975         873
## 93             5      1980        Gd        TA        788           0
## 94             6      1978        Gd        TA       1226           0
## 95             8      1976        Gd        TA        725         754
## 96             5      2002        Gd        TA       1492           0
## 97             6      1967        TA        TA       1829           0
## 98             5      1993        TA        TA       1280        1215
## 99             7      1977        TA        TA       1610           0
## 100            5      1978        TA        TA       1287         604
## 101            5      1988        TA        TA        980         734
## 102            7      1972        TA        TA       1381           0
## 103            6      1971        TA        TA        930         715
## 104            5      1966        TA        TA       1232           0
## 105            5      1963        TA        TA       1328           0
## 106            5      1959        TA        TA       1225           0
## 107            5      1966        TA        TA       1209           0
## 108            6      1967        TA        TA       1510           0
## 109            5      1964        TA        TA       1131         644
## 110            7      1964        TA        TA       1152           0
## 111            6      1950        TA        TA       1078           0
## 112            6      1949        TA        Gd       1019         537
## 113            7      1958        TA        Gd        858           0
## 114            5      1954        TA        TA       1063           0
## 115            6      1955        TA        TA       1520           0
## 116            6      1954        TA        TA       1268           0
## 117            8      1966        TA        TA       1128           0
## 118            5      1960        TA        TA       1105        1169
## 119            5      1958        TA        TA       1604           0
## 120            5      2003        Gd        TA       1480           0
## 121            5      1959        TA        TA       1143           0
## 122            5      1959        TA        TA       1700           0
## 123            6      1957        TA        Gd       1314           0
## 124            6      1959        TA        TA       1194           0
## 125            5      1960        TA        TA       1264           0
## 126            5      1959        TA        TA       1206           0
## 127            5      1959        TA        TA       1580           0
## 128            5      1956        TA        TA        832         505
## 129            7      1952        TA        TA       1064           0
## 130            6      1955        TA        Gd        972           0
## 131            7      1920        TA        TA        985           0
## 132            7      1954        TA        TA       1086           0
## 133            7      1956        TA        TA        936           0
## 134            5      1980        TA        TA       1056           0
## 135            7      1959        TA        Gd       1287           0
## 136            7      1967        Gd        Gd       1898        1080
## 137            8      1948        TA        TA        816         408
## 138            7      1959        TA        TA       1246           0
## 139            4      1952        TA        Fa        910         475
## 140            7      1951        TA        TA        900           0
## 141            6      1962        TA        TA       1116           0
## 142            6      1960        TA        TA       1175           0
## 143            5      1966        TA        TA       1051         788
## 144            7      1920        TA        TA        936           0
## 145            6      1927        TA        TA       1028           0
## 146            7      1957        TA        TA       1347           0
## 147            6      1915        Gd        Gd        840         765
## 148            6      1945        TA        Gd        747           0
## 149            7      1929        TA        TA        926           0
## 150            7      1938        TA        TA        827         424
## 151            7      1948        TA        Gd       1027         606
## 152            6      1920        TA        TA       1060         185
## 153            8      1928        TA        Gd        720           0
## 154            6      1915        TA        Gd        966         686
## 155            9      1890        Gd        Gd       1157        1111
## 156            7      1957        TA        TA       1236           0
## 157            7      1910        TA        TA        741         622
## 158            6      1885        TA        TA       1246        1044
## 159            6      1950        TA        Gd       1030         582
## 160            7      1922        TA        TA       1160         908
## 161            7      1925        TA        TA        765           0
## 162            6      1940        TA        Gd        848         348
## 163            7      1948        TA        TA        780         636
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## 165            5      1930        TA        TA        928         608
## 166            5      1923        TA        TA       1068           0
## 167            6      1921        TA        TA        902         808
## 168            5      1915        TA        Fa        888        1074
## 169            8      1912        Gd        Gd        780         780
## 170            8      1920        TA        Gd        662         662
## 171            5      1963        Fa        TA        816           0
## 172            9      1900        TA        Gd       1032         780
## 173            7      1940        TA        Gd       1207        1196
## 174            5      1959        TA        TA       1675           0
## 175            4      1915        Fa        Fa       1212         180
## 176            5      1940        TA        TA        600         319
## 177            7      1910        TA        Gd        936         744
## 178            8      1875        TA        Gd        780         240
## 179            3      1967        Fa        Fa       1832           0
## 180            5      1968        TA        TA       1768           0
## 181            4      1965        TA        TA       1039           0
## 182            5      1967        TA        TA        912           0
## 183            8      1968        TA        Gd       1060           0
## 184            7      1966        TA        TA        892           0
## 185            7      1969        TA        TA        663         689
## 186            5      1968        TA        TA        864           0
## 187            5      1978        TA        TA       1373           0
## 188            5      1968        TA        Gd        720         720
## 189            5      1996        Gd        TA       1306         954
## 190            7      1977        Gd        Gd       1483           0
## 191            4      1927        TA        TA        756           0
## 192            6      1979        Gd        TA       1332         192
## 193            5      1978        TA        TA       1117         864
## 194            4      1938        TA        TA       1052         558
## 195            7      1950        TA        TA       1074           0
## 196            6      1956        TA        TA       1144           0
## 197            6      1947        TA        TA       1169           0
## 198            7      1954        TA        TA       1172           0
## 199            5      2009        TA        TA       1212           0
## 200            3      1964        TA        Fa       1298           0
## 201            5      1985        Gd        TA        977         755
## 202            5      1987        Gd        TA       1433           0
## 203            7      1993        Gd        Gd        964         838
## 204            5      1993        Gd        TA       1062         887
## 205            6      1992        TA        TA        996           0
## 206            5      2008        Gd        TA       1694           0
## 207            5      2006        Gd        TA       1208           0
## 208            5      2009        TA        TA       1226           0
## 209            5      2010        Gd        TA       1222           0
## 210            5      1990        TA        TA       1699        1523
## 211            8      1900        TA        TA        831         614
## 212            7      1971        TA        TA       1052           0
## 213            5      1996        TA        Gd        965           0
## 214            5      1997        TA        TA        892         800
## 215            5      1998        TA        TA        804         878
## 216            8      1977        Gd        Gd       1026           0
## 217            7      1977        TA        TA        689         703
## 218            6      1976        TA        TA        894           0
## 219            6      1972        TA        TA        876           0
## 220            5      2003        Gd        TA       1978           0
## 221            5      2001        Gd        TA       1601           0
## 222            6      2003        Gd        TA        941         888
## 223            5      1997        Gd        TA       1044        1054
## 224            5      1998        TA        TA       1661           0
## 225            5      2003        Gd        TA        848           0
## 226            5      2004        Gd        TA        848           0
## 227            5      2003        Gd        TA       1668           0
## 228            5      2004        Gd        TA       1484           0
## 229            5      2004        Gd        TA       1414           0
## 230            5      1965        TA        TA       1664           0
## 231            6      1968        TA        TA       1196           0
## 232            6      1975        TA        TA       1096           0
## 233            5      1958        TA        TA        960           0
## 234            5      2003        TA        TA       1121           0
## 235            4      1945        TA        TA        798         689
## 236            4      1941        TA        Fa        672         252
## 237            6      1924        TA        TA       1296           0
## 238            4      1915        TA        TA        841         806
## 239            3      1914        TA        Fa        864           0
## 240            6      1924        TA        TA       1026         665
## 241            6      1939        TA        TA        856           0
## 242            2      1931        TA        TA        894         772
## 243            6      1941        Gd        Gd       1225         908
## 244            6      1950        TA        Gd       1102        1075
## 245            9      1941        Ex        Gd       1188        1152
## 246            8      1959        Gd        Gd       1902           0
## 247            6      1994        TA        TA        896         756
## 248            6      1989        Gd        TA       1034           0
## 249            5      1989        Gd        TA       1191           0
## 250            8      1959        TA        TA       1801           0
## 251            8      1922        TA        Gd        796         358
## 252            5      1921        TA        TA        727         380
## 253            5      2004        Gd        TA       1646           0
## 254            5      1998        Gd        TA       1036         880
## 255            7      1977        TA        TA       1285           0
## 256            5      2003        Gd        TA       1560           0
## 257            5      1976        TA        TA       1034           0
## 258            5      1976        TA        TA       2048           0
## 259            5      2008        Gd        TA       1346           0
## 260            5      2006        TA        TA        744         700
## 261            5      2002        Gd        TA        824        1070
## 262            5      2002        Gd        TA        993         915
## 263            5      2008        Ex        TA       2018           0
## 264            5      1965        TA        TA       1264           0
## 265            5      2004        TA        TA       1430           0
## 266            5      1971        TA        TA        912         912
## 267            5      1999        TA        TA       1344           0
## 268            5      1973        TA        TA        546         546
## 269            6      1973        TA        TA        945           0
## 270            3      1976        TA        TA        536         576
## 271            7      1970        TA        TA        546         546
## 272            6      1972        TA        TA        630           0
## 273            4      1970        TA        TA        546         546
## 274            6      1972        TA        TA        546         546
## 275            7      1971        TA        Gd        874           0
## 276            7      1962        TA        TA       1188           0
## 277            7      1984        TA        TA        833           0
## 278            2      1985        TA        Po       1216        1216
## 279            5      1991        TA        TA        624         650
## 280            5      1969        TA        TA        864         615
## 281            5      1994        Gd        Gd       1803           0
## 282            5      1993        Gd        Gd       1152         645
## 283            5      1956        TA        TA        882           0
## 284            5      1974        TA        TA       1434           0
## 285            7      1972        Gd        TA       2000         704
## 286            5      1997        TA        TA        945         663
## 287            5      2003        Gd        TA       1008        1275
## 288            5      1996        TA        TA        958         670
## 289            5      2006        Ex        TA       1746           0
## 290            5      1995        TA        TA        804         670
## 291            5      2004        Gd        TA       2522           0
## 292            5      2000        Gd        TA       1659           0
## 293            5      1998        TA        TA       1478           0
## 294            5      1995        Gd        TA       1734           0
## 295            5      1998        Gd        TA        751         631
## 296            5      1998        TA        TA        885         833
## 297            5      1998        Gd        TA        952         684
## 298            7      1993        Gd        TA        799         772
## 299            8      1993        Ex        Gd        680         790
## 300            5      1994        TA        TA        707         809
## 301            5      1993        TA        TA       1190           0
## 302            5      1992        TA        TA        808         785
## 303            5      1994        TA        TA        702         779
## 304            6      1992        TA        TA       1167           0
## 305            5      1999        Gd        TA       1005         978
## 306            5      1990        TA        TA       1442           0
## 307            5      2005        Gd        TA       1530           0
## 308            6      1977        TA        TA        946         988
## 309            7      1980        Gd        TA       1153        1200
## 310            5      1979        TA        Gd       1586           0
## 311            5      1977        TA        Gd       1411           0
## 312            7      1977        Gd        TA       1602           0
## 313            6      1978        TA        TA       1671           0
## 314            7      1980        TA        TA       1539        1134
## 315            5      1980        TA        TA       1472           0
## 316            5      1978        TA        TA       1707           0
## 317            5      1981        Gd        TA       2524           0
## 318            5      1976        TA        TA       1370           0
## 319            7      1976        TA        Gd       1088         780
## 320            5      2003        Gd        TA       1016         868
## 321            5      2000        Gd        TA       1058         816
## 322            5      2002        Gd        TA        972         839
## 323            7      1975        TA        TA       1621           0
## 324            6      1974        TA        TA       1116           0
## 325            5      1975        TA        TA       1193           0
## 326            5      1974        TA        TA       1350           0
## 327            5      1974        TA        TA        896         896
## 328            6      1970        TA        TA       1002           0
## 329            8      1969        TA        TA       1026           0
## 330            5      1970        TA        TA       1180           0
## 331            7      1971        TA        TA       1050           0
## 332            6      1970        TA        TA        864           0
## 333            7      1970        TA        Gd        864           0
## 334            7      1971        TA        Gd        864           0
## 335            5      1973        TA        TA        483         504
## 336            6      1972        TA        TA        483         504
## 337            8      1972        TA        TA        483         504
## 338            7      1972        TA        TA        630         672
## 339            6      1976        TA        TA        958           0
## 340            5      1976        TA        TA        804         744
## 341            6      1976        TA        TA        855         601
## 342            5      1975        TA        TA       1055           0
## 343            5      1974        TA        TA        855         467
## 344            5      1977        TA        TA        855         601
## 345            5      1978        TA        TA        804         744
## 346            6      1978        TA        TA        855         586
## 347            5      1978        Gd        TA        855         601
## 348            6      1976        TA        TA        836           0
## 349            5      1967        TA        TA        892           0
## 350            7      1966        Gd        TA       1120           0
## 351            5      2006        Ex        TA       1718           0
## 352            5      2007        Ex        TA       1794         978
## 353            5      2008        Ex        TA       2402           0
## 354            5      2006        Gd        TA       1652           0
## 355            5      2007        Gd        TA       1600           0
## 356            5      2008        Ex        TA       1130        1054
## 357            5      2008        Ex        TA       2020           0
## 358            5      2008        Ex        TA       1728         568
## 359            5      2007        Ex        TA       2674           0
## 360            5      2008        Ex        TA       1736           0
## 361            5      2004        Gd        TA       1782           0
## 362            5      2007        Gd        TA       1508        1012
## 363            5      2006        Gd        TA       1717           0
## 364            5      2008        Ex        TA       1743           0
## 365            5      2004        Gd        TA       1713           0
## 366            5      2006        Gd        TA       1531           0
## 367            5      2008        Ex        TA       1808           0
## 368            5      2004        Gd        TA       1462         762
## 369            5      2004        Gd        TA       1836           0
## 370            5      2003        Gd        TA       1629           0
## 371            5      2003        Gd        TA       1760           0
## 372            5      2003        Ex        TA       2392           0
## 373            5      2003        Gd        TA       2452           0
## 374            5      2003        Gd        TA       1105        1295
## 375            5      2006        Gd        TA       1606           0
## 376            5      2005        Gd        TA       1358           0
## 377            5      2005        Gd        TA       1306           0
## 378            5      2005        Gd        TA       1306           0
## 379            5      2007        Gd        TA       1358           0
## 380            5      2007        Gd        TA       1314           0
## 381            5      2003        Gd        TA       2200           0
## 382            5      2008        Ex        TA       1456           0
## 383            5      2002        Gd        TA       1712           0
## 384            5      2006        Gd        TA       1324           0
## 385            5      2003        Gd        TA       1405           0
## 386            5      2003        Gd        TA        764         862
## 387            5      2005        Gd        TA        728         728
## 388            5      2005        Gd        TA        745         745
## 389            5      2005        Gd        TA        742         742
## 390            5      2005        Gd        TA        684         876
## 391            5      2007        Gd        TA       1555           0
## 392            5      2007        Gd        TA       1569           0
## 393            5      2005        Gd        TA       1555           0
## 394            5      2005        Gd        TA       1504           0
## 395            5      2005        Gd        TA       1220           0
## 396            5      2005        Gd        TA       1145           0
## 397            5      2004        Gd        TA        716         716
## 398            5      2002        Gd        TA       1010        1257
## 399            5      2004        Gd        TA        744         630
## 400            5      2004        Gd        TA        868         762
## 401            5      2002        Gd        TA        779         640
## 402            5      2004        Gd        TA        846         748
## 403            5      2003        Gd        TA        806         683
## 404            5      2003        Gd        TA        698         644
## 405            5      2007        Gd        TA       1314           0
## 406            5      2000        Gd        TA        980        1276
## 407            5      2002        Gd        TA        878        1126
## 408            5      2000        Gd        TA       1022        1032
## 409            5      2004        Gd        TA        744         630
## 410            5      2000        TA        TA       1007         793
## 411            5      2000        TA        TA        819         695
## 412            5      1999        TA        TA        774         656
## 413            5      1999        Gd        TA       1223        1089
## 414            5      1999        TA        TA        892         783
## 415            5      1999        Gd        TA       1022        1038
## 416            6      1999        TA        TA        774         656
## 417            5      1999        Gd        TA       1268        1097
## 418            5      1995        Gd        TA       1490        1304
## 419            5      2000        Gd        TA       1466        1221
## 420            5      1998        Gd        TA       1310        1140
## 421            5      1998        Gd        TA       1276        1336
## 422            5      1996        Gd        TA       1277        1067
## 423            5      1994        Gd        TA       2063           0
## 424            5      1993        Gd        TA       1372        1274
## 425            5      1995        Gd        TA       1094         967
## 426            5      1993        Gd        TA       1215        1017
## 427            7      1994        Gd        TA       1686         762
## 428            6      1994        Gd        TA        979         871
## 429            5      2008        Gd        TA       1696           0
## 430            5      2008        Gd        TA       1658           0
## 431            5      2007        Gd        TA       1702           0
## 432            5      2006        Gd        TA       1432           0
## 433            5      2005        Gd        TA       1113         858
## 434            5      2005        Ex        TA       2490           0
## 435            5      2008        Gd        TA        786         804
## 436            5      2008        Gd        TA       1402           0
## 437            5      2007        Gd        TA       1530           0
## 438            5      2006        Gd        TA       1448           0
## 439            5      2008        Ex        TA       1026         981
## 440            5      2006        Gd        TA        909         886
## 441            5      2005        Gd        TA       1082         871
## 442            5      2006        Gd        TA       1112         438
## 443            5      2006        Gd        TA       1662           0
## 444            5      2003        Gd        TA        912        1182
## 445            5      2004        Gd        TA       1221           0
## 446            5      2003        Gd        TA       1553           0
## 447            5      2003        Gd        TA        812         841
## 448            6      2007        Gd        TA       1218           0
## 449            5      2006        Gd        TA       1141           0
## 450            5      2004        TA        TA       1158           0
## 451            5      2004        Gd        TA        871         941
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## 453            5      2003        Gd        TA       1200           0
## 454            5      2004        Gd        TA       1114           0
## 455            5      2004        TA        TA       1114           0
## 456            5      2003        TA        TA       1114           0
## 457            5      1996        Gd        TA        913        1209
## 458            5      2001        Gd        TA       1434           0
## 459            6      1992        Gd        Gd        833         897
## 460            6      1980        TA        TA        626         591
## 461            5      1990        Gd        TA       1332           0
## 462            5      1994        Gd        TA        754         786
## 463            7      1986        TA        Gd        698         702
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## 465            4      1950        Fa        Fa        841           0
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## 467            5      1962        TA        TA        980           0
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## 469            6      1961        TA        TA        864           0
## 470            5      1961        TA        TA        864           0
## 471            5      1965        TA        TA       1020           0
## 472            8      1963        Gd        Gd        912           0
## 473            6      1961        TA        TA       1144           0
## 474            5      1965        TA        TA        864           0
## 475            6      1962        TA        TA        912           0
## 476            8      1991        Gd        Gd        975         780
## 477            5      2008        Gd        TA       1256           0
## 478            5      1999        TA        TA        742         729
## 479            5      2000        Gd        TA        756         756
## 480            5      1999        Gd        TA        713         739
## 481            9      1977        Ex        Ex       1694           0
## 482            5      1981        Gd        TA       1226           0
## 483            5      1981        Gd        TA       1740           0
## 484            6      1968        TA        TA        829         727
## 485            6      1970        TA        TA       1442           0
## 486            7      1968        TA        TA       1489           0
## 487            6      1973        TA        TA       1107         983
## 488            6      1974        TA        TA       1285         782
## 489            6      1972        TA        TA        735         660
## 490            7      1967        TA        TA       1271        1369
## 491            5      1967        TA        TA       1724           0
## 492            5      1969        TA        TA       1336           0
## 493            7      1977        TA        Gd       1316         972
## 494            5      1977        TA        TA       1334           0
## 495            6      2001        Gd        TA        810         855
## 496            6      1967        TA        TA        864           0
## 497            5      1967        TA        TA       1568           0
## 498            6      1965        TA        TA        925           0
## 499            5      1971        TA        TA       1320           0
## 500            5      1967        TA        TA       1342           0
## 501            7      1960        TA        TA        894           0
## 502            7      1959        TA        TA        864           0
## 503            6      1959        TA        TA        864           0
## 504            5      1957        TA        TA       1362           0
## 505            6      1964        TA        TA       1516           0
## 506            6      1961        TA        TA       1313           0
## 507            6      1966        TA        TA       1154           0
## 508            6      1965        TA        Gd        825        1315
## 509            6      1964        TA        Gd       1445           0
## 510            6      1959        TA        TA       1041           0
## 511            6      1961        TA        TA       1576           0
## 512            5      1955        TA        TA        960           0
## 513            7      1940        Fa        TA        708           0
## 514            4      1950        TA        TA        979         224
## 515            4      1953        TA        TA       1505           0
## 516            5      1967        Gd        TA       1691           0
## 517            5      1953        TA        TA       1644           0
## 518            6      1956        TA        TA       1050           0
## 519            7      1950        Gd        TA       1113           0
## 520            6      1961        TA        TA       1453           0
## 521            5      1963        TA        TA       1394           0
## 522            8      1966        TA        Gd       1567           0
## 523            6      1965        TA        TA       1186         800
## 524            6      1968        TA        Gd       1182         960
## 525            4      1920        TA        Gd       1281         457
## 526            7      1956        Gd        TA       1144           0
## 527            3      1957        TA        TA       1478           0
## 528            6      1960        TA        TA       1329           0
## 529            8      1959        Gd        TA        988           0
## 530            7      1958        TA        TA       1215           0
## 531            5      1955        TA        TA       1382           0
## 532            5      1956        TA        TA       1200           0
## 533            5      1962        TA        TA       1382           0
## 534            6      1954        TA        TA       1297           0
## 535            4      1958        TA        TA       1866           0
## 536            7      1954        TA        TA       1062           0
## 537            5      1951        TA        TA       1112           0
## 538            5      1955        TA        TA       1005           0
## 539            6      1945        TA        Gd        793           0
## 540            8      1952        Gd        TA       1031           0
## 541            5      1953        TA        TA       1210           0
## 542            7      1948        TA        TA        801         726
## 543            6      1950        TA        TA       1200           0
## 544            6      1948        TA        Gd        972           0
## 545            5      1958        TA        TA        792           0
## 546            7      1939        TA        Gd        676         676
## 547            8      1900        Gd        Gd        717         322
## 548            8      1924        Gd        TA        792           0
## 549            7      1925        TA        TA       1078           0
## 550            9      1910        Gd        Gd        930         760
## 551            6      1920        Fa        TA        840         534
## 552            7      1920        TA        TA        846           0
## 553            5      1890        TA        TA        725           0
## 554            5      1969        TA        TA       1248        1296
## 555            7      1963        TA        TA       1380           0
## 556            5      1969        TA        TA       1338        1296
## 557            9      1958        Gd        Gd        951           0
## 558            6      1957        TA        TA       1105           0
## 559            7      1957        TA        Gd       1306           0
## 560            5      1960        TA        TA       1478           0
## 561            6      1958        TA        TA       1142           0
## 562            7      1949        Gd        TA       1036           0
## 563            4      1950        TA        TA       1040           0
## 564            5      1949        TA        TA       1040           0
## 565            6      1958        TA        TA       1041           0
## 566            7      1952        TA        Gd        732           0
## 567            5      1959        TA        TA       1183           0
## 568            5      1959        TA        TA       1148           0
## 569            7      1949        TA        TA        832         629
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## 571            7      1978        TA        Gd        941           0
## 572            6      1963        TA        TA       1045           0
## 573            5      1962        TA        TA        894           0
## 574            8      1926        TA        TA        818         406
## 575            6      1910        TA        TA        682         548
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## 578            8      1910        TA        Gd        810         496
## 579            8      1910        Gd        TA        764         700
## 580            6      1939        TA        TA        868         690
## 581            6      1920        Fa        TA       1101         600
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## 583            8      1946        TA        Gd        707         682
## 584            5      1910        TA        TA        801         646
## 585            7      1950        TA        Ex        768         560
## 586            4      1954        TA        TA        811         576
## 587            6      1920        TA        TA        861           0
## 588            8      1938        TA        TA        886           0
## 589            8      1923        Gd        TA        792           0
## 590            4      1910        Gd        Gd        833         677
## 591            7      1947        TA        TA        720         564
## 592            5      1898        TA        TA       1075        1063
## 593            7      1880        Gd        TA       1320        1320
## 594            7      1900        TA        TA       1090         917
## 595            7      1917        TA        TA        664         624
## 596            9      1882        Gd        Gd        916         826
## 597            9      1920        TA        Gd        832         650
## 598            6      1890        TA        TA       1188         561
## 599            6      1920        Fa        TA       1044           0
## 600            7      1910        TA        TA        780         741
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## 602            6      1923        TA        TA       1432           0
## 603            7      1925        Gd        Gd        952         596
## 604            7      1930        TA        TA       1001         653
## 605            6      1916        TA        TA        952           0
## 606            6      1936        TA        TA        757         567
## 607            9      1937        Gd        TA        786         390
## 608            8      1925        TA        TA        884         464
## 609            6      1939        TA        Fa        825         587
## 610            5      1924        TA        TA        822         320
## 611            7      1926        Gd        TA        904           0
## 612            6      1936        TA        Fa       1067         472
## 613            7      1935        TA        TA        989         584
## 614            7      1931        TA        TA        875           0
## 615            6      1938        TA        TA        994         588
## 616            5      1925        TA        Fa       1072           0
## 617            6      1916        TA        TA       1445         689
## 618            8      1910        TA        Gd       1136         883
## 619            6      1915        TA        TA       1048         720
## 620            5      1927        TA        TA       1146         784
## 621            5      1925        TA        TA        848           0
## 622            7      1915        TA        TA        741         686
## 623            5      1902        TA        Fa        978         886
## 624            6      1927        TA        Fa       1204         462
## 625            7      1915        TA        Gd        754         649
## 626            9      1946        TA        Gd        704           0
## 627            5      1978        TA        TA       1152           0
## 628            6      1925        TA        Gd        697         672
## 629            3      1934        TA        TA        687         425
## 630            6      1963        TA        TA       1121           0
## 631            5      1978        TA        TA        918         765
## 632            7      1967        TA        TA        899           0
## 633            5      1978        TA        TA       1034           0
## 634            5      1982        TA        TA        858           0
## 635            6      1982        TA        TA        860           0
## 636            5      1962        TA        TA       1092           0
## 637            5      1961        TA        TA        904         611
## 638            5      1960        TA        TA       1138           0
## 639            5      1956        TA        TA       2071           0
## 640            6      1956        TA        TA       1229           0
## 641            5      1940        TA        TA        861           0
## 642            5      1955        Gd        TA       1867           0
## 643            5      1956        TA        TA       1689           0
## 644            5      1956        TA        TA       1073           0
## 645            7      1946        TA        TA        892         747
## 646            6      1941        TA        TA        672           0
## 647            6      1954        TA        TA       1089           0
## 648            3      1957        TA        Gd        845           0
## 649            5      1984        Gd        TA       1049           0
## 650            5      1939        TA        TA        698         560
## 651            5      1940        TA        TA        755         755
## 652            6      1990        Gd        TA       1061           0
## 653            7      1990        Gd        TA       2196           0
## 654            5      1993        Gd        TA       1006         769
## 655            5      1993        Gd        Gd       1079         800
## 656            5      1995        Gd        TA       1142         878
## 657            5      2000        TA        TA       1168        1619
## 658            5      2000        TA        TA       1168        1619
## 659            5      2000        TA        TA       1168        1619
## 660            5      2007        Gd        TA       1718           0
## 661            5      2008        Gd        TA       1630           0
## 662            5      2008        Ex        TA       1720           0
## 663            5      2008        Gd        TA       1468           0
## 664            5      2007        Gd        TA        866         902
## 665            5      2007        Gd        TA       1838           0
## 666            5      2007        Gd        TA       1800           0
## 667            5      2007        Gd        TA       1290           0
## 668            5      2008        Gd        TA       1254           0
## 669            5      2007        Gd        TA       1232           0
## 670            5      2005        Gd        TA       1498           0
## 671            5      2005        Gd        TA        704         718
## 672            5      1989        Gd        TA       1644           0
## 673            5      1992        Gd        TA        944         815
## 674            5      1996        TA        Gd       1040           0
## 675            7      1994        TA        Gd        990           0
## 676            5      1997        TA        TA        928         836
## 677            6      1996        Gd        TA        827         834
## 678            5      1998        TA        TA       1463           0
## 679            5      1994        TA        TA       1097           0
## 680            5      1994        TA        Gd        990           0
## 681            5      1998        TA        TA        866         913
## 682            5      1999        Gd        TA       1501           0
## 683            5      1999        Gd        TA       1431           0
## 684            5      1998        TA        TA        928         844
## 685            5      2002        Gd        TA        831         829
## 686            5      2002        Gd        TA       1573           0
## 687            5      2001        Gd        TA        944         896
## 688            5      2001        Gd        TA       1430           0
## 689            5      2002        Gd        TA       1444           0
## 690            5      2001        Gd        TA       1492           0
## 691            5      1978        TA        TA       1040           0
## 692            5      1978        TA        TA        907           0
## 693            7      1979        TA        TA        914           0
## 694            7      1977        TA        TA       1040           0
## 695            8      1978        Gd        Gd        864           0
## 696            7      1977        TA        TA       1268           0
## 697            6      1972        TA        TA        864           0
## 698            5      1972        TA        TA        894           0
## 699            8      1972        TA        Gd        768           0
## 700            7      1972        TA        TA        768           0
## 701            5      2002        Gd        TA       1611           0
## 702            5      2003        Gd        TA       1068        1116
## 703            5      2001        Gd        TA       1788           0
## 704            5      2001        Gd        TA       1299         573
## 705            5      2000        Gd        TA       1476         677
## 706            5      2002        Gd        TA        840         885
## 707            5      2001        Gd        TA        944         926
## 708            5      1999        Gd        TA       1513           0
## 709            5      1996        Gd        TA       1504           0
## 710            5      2002        Gd        TA       1828           0
## 711            5      1997        Gd        TA       1417           0
## 712            5      1997        TA        TA       1057         977
## 713            5      1996        Gd        TA        909         807
## 714            5      2001        Gd        TA       1212           0
## 715            5      2000        Gd        TA       1630           0
## 716            5      2003        Gd        TA        848           0
## 717            5      2003        Gd        TA        848           0
## 718            5      2007        Gd        TA       1602           0
## 719            5      2004        Gd        TA        864         864
## 720            5      2004        Gd        TA       1500           0
## 721            5      2005        Gd        TA        738         738
## 722            5      2007        Gd        TA        608         788
## 723            5      1949        TA        TA       1126           0
## 724            7      1964        TA        Gd       1486           0
## 725            6      1938        TA        TA        816           0
## 726            5      2003        Gd        TA        495        1427
## 727            6      1977        TA        TA        698         728
## 728            5      2007        Ex        TA       1698           0
## 729            5      2005        TA        TA       1072           0
## 730            9      1947        TA        Ex        698           0
## 731            5      1959        TA        TA        876           0
## 732            8      1922        TA        TA        864           0
## 733            5      1959        TA        TA       1678           0
## 734            8      1920        TA        TA        684         512
## 735            6      1941        TA        TA        854         444
## 736            7      1940        TA        TA        944         545
## 737            3      1920        TA        TA       1687         998
## 738            6      1935        TA        TA        647         595
## 739            8      1916        Gd        TA       1232           0
## 740            6      1925        TA        TA       1160         448
## 741            9      1936        Gd        Gd        575         560
## 742            6      1928        TA        TA       1172         741
## 743            7      1928        TA        TA        877         600
## 744            8      1918        TA        TA        628         600
## 745            9      1926        Gd        TA       1276         804
## 746            7      1942        TA        TA        753         741
## 747            4      1960        TA        TA       1273           0
## 748            7      1921        TA        Gd        964           0
## 749            6      1921        TA        TA        820         523
## 750            6      1940        TA        TA       1240        1240
## 751            6      1954        TA        Gd       1112           0
## 752            7      1941        TA        TA        860         704
## 753            6      1960        TA        TA       1561           0
## 754            8      1950        TA        Gd       1152           0
## 755            5      1954        TA        TA       1906           0
## 756            6      1980        TA        TA        516         516
## 757            6      1980        TA        Gd        561         668
## 758            6      1980        TA        TA        561         668
## 759            6      1980        TA        TA        561         668
## 760            6      1986        TA        Gd       1182         800
## 761            9      1988        Gd        Gd       1680           0
## 762            7      1920        TA        Gd        672         672
## 763            6      1900        TA        TA        928         928
## 764            5      1920        TA        TA        596         596
## 765            5      2000        Gd        TA       1040        1012
## 766            5      2004        Gd        TA       1710           0
## 767            5      2001        TA        TA        804        1157
## 768            6      1977        TA        TA        926           0
## 769            7      1977        TA        TA       1287           0
## 770            5      1977        TA        TA       1302         432
## 771            5      1990        TA        TA       1217           0
## 772            5      2007        Gd        TA       1620           0
## 773            5      2008        Ex        TA       2036           0
## 774            5      2008        Ex        TA       1641           0
## 775            5      2007        Gd        TA       1466           0
## 776            5      1988        TA        TA       1412           0
## 777            8      1980        TA        Gd       1375         862
## 778            5      2001        Gd        TA       1296           0
## 779            5      2006        Ex        TA       1838           0
## 780            5      2007        Ex        TA       1978           0
## 781            7      1968        TA        TA       1008           0
## 782            5      1998        TA        TA       1204           0
## 783            5      1999        TA        TA       1224           0
## 784            5      1973        TA        TA        526         462
## 785            6      1968        TA        TA        874           0
## 786            8      1970        TA        Gd        630           0
## 787            5      1969        TA        TA       1404           0
## 788            4      1970        TA        TA        630           0
## 789            6      1970        TA        TA        798         546
## 790            4      1970        TA        TA        546         546
## 791            8      1972        TA        TA        796           0
## 792            5      1993        TA        Gd       1091           0
## 793            6      1978        TA        Gd       1110           0
## 794            5      1985        TA        TA        833           0
## 795            6      1992        TA        TA        883           0
## 796            5      1993        TA        TA        796         566
## 797            5      1992        TA        TA        624         663
## 798            5      1977        TA        TA       1567           0
## 799            7      1969        Gd        Ex        784         848
## 800            7      1970        TA        TA       2117           0
## 801            5      1969        TA        TA       1092        1020
## 802            5      1997        TA        TA        926         678
## 803            5      1995        TA        TA        680         790
## 804            5      1998        TA        TA        926         678
## 805            5      1998        TA        TA        943         695
## 806            5      1996        TA        TA        916         720
## 807            5      1996        Gd        TA       1384           0
## 808            5      1996        TA        TA        729         717
## 809            5      2001        Gd        TA       1593           0
## 810            5      1993        Gd        TA       1337           0
## 811            5      1992        Gd        TA       1280           0
## 812            5      1997        TA        TA        926         678
## 813            5      1998        TA        TA        932         701
## 814            5      1995        TA        TA        773         885
## 815            5      1994        Gd        TA       1086         809
## 816            5      1991        TA        TA        851         858
## 817            5      1988        Gd        TA       1228           0
## 818            5      1989        Gd        TA       1337           0
## 819            5      2005        Gd        TA       1168        1332
## 820            5      2005        Gd        TA       1134        1370
## 821            5      2004        Ex        TA       1884           0
## 822            5      2007        Ex        TA       1710           0
## 823            5      1950        TA        TA       1488           0
## 824            6      1986        TA        Gd       1236         857
## 825            6      1988        Gd        TA       1688           0
## 826            6      1981        TA        Gd       1422           0
## 827            7      1983        Gd        TA       1260           0
## 828            5      1978        Gd        Gd       2064           0
## 829            5      1979        Gd        TA       1782           0
## 830            7      1977        TA        Gd       1542        1330
## 831            5      1976        TA        TA       1211           0
## 832            6      1969        TA        TA        720         588
## 833            5      1976        TA        TA       1444           0
## 834            6      1976        TA        TA       1098         866
## 835            6      1973        TA        TA       1178           0
## 836            5      1996        Gd        TA       1236        1104
## 837            5      1974        TA        TA        896         896
## 838            8      1969        TA        TA       1054           0
## 839            6      1969        TA        TA        936           0
## 840            5      1971        TA        TA        864           0
## 841            5      1972        TA        TA        864           0
## 842            5      1973        TA        TA        483         504
## 843            5      1973        TA        TA        483         504
## 844            6      1972        TA        TA        483         504
## 845            6      1970        TA        TA        483         504
## 846            3      1971        TA        TA        483         504
## 847            5      1972        TA        TA        630         672
## 848            6      1975        TA        TA        855         601
## 849            6      1977        TA        TA       1055           0
## 850            5      1966        TA        TA        892           0
## 851            5      2007        Gd        TA       2464           0
## 852            5      2007        Ex        TA       1950           0
## 853            5      2005        Ex        TA       1632        1158
## 854            5      2005        Gd        TA       1414         917
## 855            5      2007        Ex        TA        948        1140
## 856            5      2004        Gd        TA       1170        1162
## 857            5      2003        Ex        TA       2470           0
## 858            5      2003        Gd        TA       1572        1096
## 859            5      2003        Gd        TA       1006        1040
## 860            5      2003        Gd        TA       1575           0
## 861            5      2001        Gd        TA       1515        1134
## 862            5      2003        Gd        TA       1804         886
## 863            5      2005        Gd        TA       1367           0
## 864            5      2003        Ex        TA       1518           0
## 865            5      2005        Ex        TA       1684           0
## 866            5      2006        Gd        TA       1342           0
## 867            5      2006        Gd        TA       1342           0
## 868            5      2003        Gd        TA        764         862
## 869            5      2003        Gd        TA        764         862
## 870            5      2004        Gd        TA       1358           0
## 871            5      2003        Gd        TA       1455           0
## 872            5      2004        Gd        TA       1576           0
## 873            5      2005        Gd        TA       1504           0
## 874            5      2007        Gd        TA       1266           0
## 875            5      2004        Gd        TA        813         702
## 876            5      2004        TA        TA        864         729
## 877            5      2005        Gd        TA       1166           0
## 878            5      2005        TA        TA        728         728
## 879            5      2002        Gd        TA        840         880
## 880            5      2003        Gd        TA        847        1139
## 881            5      2000        TA        TA        962         830
## 882            5      2000        Gd        TA       1008         884
## 883            5      2004        Gd        TA        788         702
## 884            5      2002        Gd        TA        707         707
## 885            5      1999        Gd        TA       1037        1285
## 886            5      1999        TA        TA        873         778
## 887            5      1997        Gd        TA       1182        1017
## 888            5      1998        Gd        TA       1470        1160
## 889            5      2000        Gd        TA       1145        1053
## 890            5      2000        Gd        TA       1533         639
## 891            5      1998        Gd        TA       2006           0
## 892            5      1996        Gd        TA       1064        1061
## 893            7      1995        Gd        TA       1251        1250
## 894            6      1995        Gd        Gd       2113           0
## 895            5      1993        Gd        TA       1325        1093
## 896            5      1993        Gd        TA       1108        1089
## 897            5      1994        Gd        TA       1223         904
## 898            5      1994        Gd        TA       1987           0
## 899            5      2007        Gd        TA        894        1039
## 900            5      2006        Gd        TA       1574           0
## 901            5      2006        Gd        TA       1578           0
## 902            5      2007        TA        TA       1563           0
## 903            5      2007        Gd        TA       1341         520
## 904            5      2006        Gd        TA       1460           0
## 905            5      2005        Gd        TA        866         902
## 906            5      2003        Gd        TA       1053         939
## 907            5      2005        Gd        TA       1026         932
## 908            6      2007        Gd        TA        822         843
## 909            5      2007        Gd        TA       1660           0
## 910            5      2003        Gd        TA        864         864
## 911            5      2004        TA        TA       1080           0
## 912            5      2003        Gd        TA        835         861
## 913            5      2003        Gd        TA        835         828
## 914            5      2005        TA        TA       1175           0
## 915            5      2004        TA        TA       1114           0
## 916            5      2003        TA        TA       1114           0
## 917            5      2004        Gd        TA        798         842
## 918            5      2007        Gd        TA       1162           0
## 919            5      1995        Gd        TA        754         855
## 920            5      1993        Gd        TA        886         794
## 921            5      1994        TA        TA       1679           0
## 922            5      1994        Gd        TA        832         825
## 923            5      2001        Gd        TA        827         850
## 924            5      1992        Gd        TA        844         893
## 925            5      1991        TA        TA       1294           0
## 926            5      1993        Gd        TA        832         878
## 927            5      1993        Gd        TA       1617           0
## 928            5      1993        Gd        TA       1199           0
## 929            5      1963        TA        TA        984           0
## 930            6      1962        TA        TA        912           0
## 931            8      1961        TA        Gd        864           0
## 932            5      1968        TA        TA        890           0
## 933            8      1961        TA        Gd        912           0
## 934            5      1974        TA        TA       1430           0
## 935            4      1972        TA        Gd       1001         640
## 936            5      1990        Gd        TA       1364        1319
## 937            5      1993        Gd        TA       1827         959
## 938            5      2004        Gd        TA       1391           0
## 939            5      2006        Gd        TA        625         625
## 940            5      2004        Gd        TA       1245           0
## 941            5      2005        Gd        TA        600         600
## 942            5      1999        TA        TA        757         744
## 943            5      1999        TA        TA        757         792
## 944            5      2000        Gd        TA       1638           0
## 945            5      2001        Gd        TA       1310           0
## 946            5      2001        Gd        TA       1419           0
## 947            5      1999        Gd        TA       1557           0
## 948            5      1999        Gd        TA        624         628
## 949            5      1999        Gd        TA        684         720
## 950            5      2001        TA        TA        872         917
## 951            5      1999        Gd        TA        962         624
## 952            5      1999        Gd        TA        962         645
## 953            5      1998        Ex        TA       1469         924
## 954            5      1996        Gd        TA       1288           0
## 955            5      1995        Gd        TA       1239           0
## 956            5      1993        Gd        TA       1719           0
## 957            6      1984        TA        TA       1232           0
## 958            3      1977        Gd        Gd       1599        1345
## 959            9      1976        Ex        Ex       1671           0
## 960            5      2002        Gd        TA        952         860
## 961            6      1970        TA        TA       1682           0
## 962            6      1969        TA        TA       1427           0
## 963            5      1968        TA        TA       1740           0
## 964            7      1967        TA        TA       1620           0
## 965            6      1965        TA        TA       1625           0
## 966            7      1974        TA        TA       1548        1066
## 967            6      1968        TA        TA        732         732
## 968            8      1965        TA        TA        912           0
## 969            7      1965        Gd        TA        925           0
## 970            5      1965        TA        TA       1728           0
## 971            5      1965        TA        TA       1728           0
## 972            5      1973        TA        TA       1656           0
## 973            6      1971        TA        TA        845         825
## 974            9      1976        Ex        Gd       1175        1540
## 975            6      1974        Gd        TA        943         933
## 976            8      1966        TA        TA        800         832
## 977            9      1961        Ex        TA        999           0
## 978            5      1968        TA        TA       1098         880
## 979            5      1956        TA        TA       1014           0
## 980            6      1957        TA        TA        907           0
## 981            7      1956        TA        TA        952           0
## 982            6      1963        TA        Gd       1128           0
## 983            5      1964        TA        TA       1425           0
## 984            7      1966        TA        TA       1165           0
## 985            6      1965        TA        TA       1136           0
## 986            7      1964        TA        TA       1092           0
## 987            8      1965        TA        Gd       1265           0
## 988            5      1964        TA        TA       1350           0
## 989            7      1959        Gd        TA       1053           0
## 990            6      1959        Gd        TA       1252           0
## 991            5      1960        TA        TA       1100           0
## 992            7      1960        TA        TA       1118           0
## 993            6      1949        TA        TA        720           0
## 994            6      1939        TA        TA       1077           0
## 995            7      1937        TA        TA        453         453
## 996            6      1960        Fa        Fa       1496           0
## 997            8      1950        TA        Gd       1337           0
## 998            6      1955        TA        TA       1661           0
## 999            5      1953        TA        TA       1036           0
## 1000           6      1965        TA        TA        902         918
## 1001           5      1961        TA        TA       1362           0
## 1002           6      1961        TA        TA       1144           0
## 1003           5      1962        TA        TA       1431           0
## 1004           7      1966        Gd        Gd       1104         884
## 1005           7      1955        TA        TA       1098           0
## 1006           5      1963        TA        TA       1144           0
## 1007           7      1962        TA        Gd       1283           0
## 1008           4      1957        TA        TA       1176           0
## 1009           7      1959        TA        TA       1440           0
## 1010           6      1958        TA        TA       1261           0
## 1011           6      1958        TA        TA       1570           0
## 1012           5      1956        TA        TA       1196           0
## 1013           5      1957        TA        TA       1392           0
## 1014           7      1958        TA        Gd       1080           0
## 1015           5      1956        TA        TA       1104           0
## 1016           6      1952        TA        TA        882           0
## 1017           6      1953        TA        TA       1152           0
## 1018           5      1953        TA        TA        950           0
## 1019           5      1957        TA        TA       1790           0
## 1020           5      1957        TA        TA       1824           0
## 1021           6      1948        TA        TA        869           0
## 1022           8      1925        TA        Gd        747         412
## 1023           6      1945        TA        TA       1048         510
## 1024           7      1940        Gd        TA        672           0
## 1025           5      1922        TA        TA       1254         182
## 1026           7      1900        TA        TA        694         600
## 1027           6      1962        TA        TA        858         858
## 1028           6      1968        TA        TA       1044           0
## 1029           7      1958        TA        TA       1312           0
## 1030           5      1960        TA        TA       1253           0
## 1031           6      1960        TA        TA       1081           0
## 1032           7      1960        TA        TA       2069           0
## 1033           7      1953        Gd        TA        910           0
## 1034           6      1959        TA        TA       1256           0
## 1035           5      1962        TA        TA       1027           0
## 1036           6      1960        TA        TA       1269           0
## 1037           6      1948        TA        TA        819         501
## 1038           7      1954        TA        TA        984           0
## 1039           6      1954        TA        TA        832           0
## 1040           5      1954        TA        TA        854         424
## 1041           6      1955        TA        Gd       1024         564
## 1042           7      1954        TA        TA        825           0
## 1043           5      1963        TA        TA        983         813
## 1044           6      1964        TA        TA        798         813
## 1045           5      1963        TA        TA       1117           0
## 1046           5      1925        TA        TA        764           0
## 1047           8      1904        TA        TA        958         581
## 1048           7      1948        TA        TA        948         375
## 1049           5      1910        TA        TA        680         680
## 1050           4      1940        TA        TA        672           0
## 1051           7      1915        Gd        TA        728         728
## 1052           6      1910        TA        TA        828         658
## 1053           5      1920        Fa        Fa        960         780
## 1054           6      1920        Gd        TA       1027           0
## 1055           6      1940        TA        TA        884         552
## 1056           6      1910        TA        TA        899           0
## 1057           9      1890        TA        TA        684         396
## 1058           7      1948        TA        TA       1122           0
## 1059           6      1946        TA        TA        904         595
## 1060           6      1957        TA        TA        928           0
## 1061           7      1954        TA        TA        901           0
## 1062           9      1880        TA        TA       1675        1818
## 1063           5      1900        TA        Fa        830         797
## 1064           8      1915        TA        TA        876         540
## 1065           8      1920        TA        TA        730         720
## 1066           7      1900        TA        TA        709         308
## 1067           5      1920        TA        TA       1377         973
## 1068           5      1917        TA        TA       1134         924
## 1069           9      1905        Gd        TA        884         656
## 1070           9      1928        TA        Ex        689         689
## 1071           7      1905        TA        TA       1221         691
## 1072           6      1914        TA        TA        742         742
## 1073           5      1872        TA        Gd        938        1215
## 1074           7      1926        TA        TA        572         539
## 1075           9      1893        Ex        Ex       1521        1254
## 1076           7      1890        TA        TA       1313        1182
## 1077           6      1959        TA        TA        984           0
## 1078           5      1954        TA        TA       1050         745
## 1079           5      1956        TA        TA        882           0
## 1080           6      1958        TA        TA       1093           0
## 1081           7      1928        Gd        Gd       1143           0
## 1082           6      1930        TA        TA        779           0
## 1083           5      1935        TA        TA       1144         594
## 1084           6      1924        TA        TA        784           0
## 1085           7      1941        TA        Gd        832         378
## 1086           9      1900        TA        Gd        736         554
## 1087           7      1940        TA        TA       1014         658
## 1088           7      1924        TA        Fa        949           0
## 1089           7      1929        TA        TA        950         208
## 1090           7      1937        TA        Gd        825         672
## 1091           5      1939        TA        TA        874         468
## 1092           7      1926        TA        TA       1013           0
## 1093           7      1920        TA        Gd        565         651
## 1094           7      1929        TA        TA        624         512
## 1095           7      1930        TA        TA       1128         445
## 1096           5      1923        TA        TA       1226         676
## 1097           8      1920        TA        TA        751         611
## 1098           6      1927        TA        TA        520           0
## 1099           7      1923        TA        TA       1053         795
## 1100           6      1925        TA        Gd       1133         687
## 1101           4      1915        TA        Gd       1170         546
## 1102           5      1940        TA        TA        988         517
## 1103           7      1918        TA        Gd        838           0
## 1104           8      1910        TA        TA       1242         742
## 1105           7      1925        TA        Gd        833         833
## 1106           8      1910        Gd        TA        825         784
## 1107           6      1930        Gd        Gd        768           0
## 1108           6      1915        TA        Fa        880         428
## 1109           7      1925        TA        TA       1040           0
## 1110           6      1925        TA        TA        788         448
## 1111           7      1920        TA        Fa       1035         371
## 1112           7      1955        TA        Gd        825           0
## 1113           8      1912        TA        TA        759           0
## 1114           3      1915        Fa        Fa        808         536
## 1115           7      1906        TA        TA        756         713
## 1116           5      1968        TA        TA       1211           0
## 1117           5      1948        TA        TA        720         551
## 1118           7      1940        TA        Gd        808         547
## 1119           5      1965        TA        TA       1040           0
## 1120           5      1978        TA        TA       1096           0
## 1121           7      1967        TA        Fa        992           0
## 1122           7      1967        TA        TA        894           0
## 1123           8      1978        TA        TA       1034           0
## 1124           5      1967        TA        TA       1073           0
## 1125           5      1984        TA        TA       1126           0
## 1126           3      1959        TA        TA       1006           0
## 1127           6      1966        TA        TA       1228           0
## 1128           8      1963        TA        Gd        960           0
## 1129           8      1956        TA        TA       1188           0
## 1130           5      1954        TA        TA       1383           0
## 1131           7      1960        TA        TA       1252           0
## 1132           8      1940        TA        TA        672           0
## 1133           8      1970        TA        Gd        904           0
## 1134           5      1996        TA        TA       1291           0
## 1135           5      1977        TA        TA       1156         866
## 1136           6      1979        TA        TA       1524           0
## 1137           7      1959        TA        TA       1357           0
## 1138           5      1948        TA        TA        617         462
## 1139           5      1953        TA        TA       1094           0
## 1140           8      1908        TA        TA       1307        1051
## 1141           7      1940        TA        TA       1518           0
## 1142           7      1918        TA        TA       1163         511
## 1143           7      1935        TA        TA       1236         872
## 1144           6      1956        TA        TA       1509           0
## 1145           5      1975        TA        TA        864           0
## 1146           8      1962        Gd        TA        621         648
## 1147           8      1900        TA        TA        961         406
## 1148           7      1910        TA        TA        820         527
## 1149           5      1950        TA        TA       1164           0
## 1150           5      1924        TA        TA        572         524
## 1151           6      1941        TA        TA        616         495
## 1152           5      1990        TA        TA       1532         797
## 1153           5      1995        Gd        TA       1093        1721
## 1154           5      1994        Gd        TA       1626           0
## 1155           5      1993        Gd        TA       1101        1099
## 1156           5      1996        Gd        TA       1302         735
## 1157           5      2007        Gd        TA       1615           0
## 1158           5      1993        Gd        TA       1080        1017
## 1159           5      1995        Gd        TA       1511           0
## 1160           6      1966        TA        TA       1643           0
## 1161           5      1997        TA        TA        616        1072
## 1162           7      1994        TA        TA        990           0
## 1163           6      1995        TA        TA       1099           0
## 1164           5      1994        TA        TA        990           0
## 1165           5      1997        TA        TA       1418           0
## 1166           5      1997        TA        TA        872         899
## 1167           5      2000        Gd        TA        782         870
## 1168           5      1998        TA        TA        880         844
## 1169           5      1999        Gd        TA       1479           0
## 1170           5      2002        Gd        TA       1494           0
## 1171           5      2001        Gd        TA        963         829
## 1172           5      2000        Gd        TA        928         895
## 1173           5      2001        Gd        TA        920         866
## 1174           6      1975        TA        TA        938           0
## 1175           8      1977        Gd        TA        985           0
## 1176           6      1978        TA        TA       1174           0
## 1177           6      1978        TA        TA       1026           0
## 1178           6      1975        TA        TA        924           0
## 1179           7      1972        TA        TA        864           0
## 1180           7      1972        TA        TA        780           0
## 1181           5      2002        Gd        TA       1795           0
## 1182           5      2002        Gd        TA       1128         903
## 1183           5      2000        Gd        TA        992         873
## 1184           5      2001        Gd        TA       1290         871
## 1185           5      1999        Gd        TA       1004         848
## 1186           5      1998        Gd        TA       1153         878
## 1187           5      2001        Gd        TA       1055        1208
## 1188           5      2001        Gd        TA       1366         581
## 1189           5      2002        Gd        TA       1786           0
## 1190           5      2002        Gd        TA       1149        1141
## 1191           5      2003        Gd        TA        884         884
## 1192           5      2003        Gd        TA       1129        1198
## 1193           5      2003        Gd        TA        798         842
## 1194           5      1999        Gd        TA        886         878
## 1195           5      1994        Gd        Gd        933         975
## 1196           5      2003        Gd        TA        848           0
## 1197           5      2004        Gd        TA        848           0
## 1198           5      1997        TA        TA       1493           0
## 1199           5      2002        Gd        TA       1536           0
## 1200           5      2003        Gd        TA        856         854
## 1201           5      2004        Gd        TA       1445           0
## 1202           5      2004        Gd        TA       1436           0
## 1203           5      2004        Gd        TA        770         812
## 1204           5      2007        Gd        TA       1234           0
## 1205           6      2007        Gd        TA       1564           0
## 1206           5      2007        Gd        TA       1361           0
## 1207           5      2005        Gd        TA        728         728
## 1208           5      2004        Gd        TA        848           0
## 1209           5      2004        Gd        TA        848           0
## 1210           5      2004        Gd        TA        848           0
## 1211           5      2004        Gd        TA        848           0
## 1212           7      1910        TA        TA        796           0
## 1213           7      1900        TA        TA       1272         928
## 1214           6      1965        Gd        TA       1256           0
## 1215           5      1976        TA        TA       1033           0
## 1216           6      1976        TA        TA       1127           0
## 1217           6      1940        TA        TA        996           0
## 1218           5      1972        TA        TA       1181           0
## 1219           5      2003        Gd        TA        760         896
## 1220           6      1977        TA        TA       1117           0
## 1221           7      1976        TA        TA        684         714
## 1222           5      2005        TA        TA       1132           0
## 1223           7      1959        TA        TA       3820           0
## 1224           5      2005        TA        TA       1072           0
## 1225           5      1955        TA        TA       1152           0
## 1226           5      1955        TA        Fa       1152           0
## 1227           4      1955        TA        TA       1440           0
## 1228           5      1955        TA        TA       1152           0
## 1229           5      1955        TA        TA        784           0
## 1230           7      1938        TA        TA        585         468
## 1231           5      1953        TA        TA        930           0
## 1232           6      1946        TA        TA        768         432
## 1233           6      1954        TA        TA        997         473
## 1234           7      1955        TA        Gd        872         521
## 1235           7      1923        TA        TA        949         343
## 1236           6      1925        TA        TA        864           0
## 1237           3      1914        TA        TA        864           0
## 1238           6      1912        TA        Fa        936         780
## 1239           8      1925        TA        TA        810         672
## 1240           8      1939        TA        TA       1052         720
## 1241           5      1925        TA        TA       1390         304
## 1242           8      1921        TA        TA       1424           0
## 1243           6      1921        TA        TA        990        1611
## 1244           6      1926        TA        TA        672         644
## 1245           7      1915        TA        TA        840         840
## 1246           6      1914        TA        TA        676         588
## 1247           5      1930        TA        TA        790           0
## 1248           9      1925        Gd        Gd        798         714
## 1249           3      1923        TA        TA        819         784
## 1250           6      1931        TA        Fa        851         651
## 1251           7      1934        TA        TA        849         811
## 1252           4      1938        TA        TA        932         442
## 1253           5      1951        TA        Fa       1091           0
## 1254           9      1935        TA        Gd       1968        1479
## 1255           9      1939        Gd        Gd       1137         817
## 1256           9      1950        TA        Gd       1218         943
## 1257           5      1956        TA        TA       1898           0
## 1258           7      1954        Gd        TA       1640           0
## 1259           6      1980        TA        TA        516         516
## 1260           6      1980        TA        Gd        716         840
## 1261           8      1926        TA        Gd        919           0
## 1262           8      1940        TA        TA        760         330
## 1263           4      1922        TA        TA        796           0
## 1264           8      1930        Gd        Gd        816           0
## 1265           6      1940        TA        TA        778           0
## 1266           7      1930        TA        TA        780         420
## 1267           7      1930        TA        TA        912           0
## 1268           5      1958        TA        TA       1151         804
## 1269           5      2004        Gd        TA       1646           0
## 1270           5      2004        Gd        TA       1646           0
## 1271           5      1996        Gd        TA       2032           0
## 1272           5      2002        Gd        TA       1689           0
## 1273           5      1996        TA        TA        910         910
## 1274           6      1977        TA        TA       1118           0
## 1275           6      1977        TA        TA       1279           0
## 1276           5      1991        TA        TA       1689           0
## 1277           6      1986        Gd        TA       1501           0
## 1278           5      2006        Gd        TA       1537           0
## 1279           5      2006        TA        TA        712         730
## 1280           5      2006        TA        TA        754         640
## 1281           5      1989        TA        TA       1495           0
## 1282           5      1986        Gd        Gd       1256           0
## 1283           5      2003        Gd        TA       1440           0
## 1284           5      1999        Gd        TA       1675           0
## 1285           5      2003        Gd        TA       1482         780
## 1286           5      2007        Gd        TA       1728           0
## 1287           5      2005        Gd        TA       1964           0
## 1288           5      1997        TA        TA       1189           0
## 1289           5      1964        TA        TA       1200           0
## 1290           6      1975        TA        TA       1040           0
## 1291           6      1976        TA        TA        616         688
## 1292           7      1976        TA        TA        925         550
## 1293           7      1973        TA        Gd        526         462
## 1294           6      1973        TA        TA        526         462
## 1295           6      1968        TA        Gd       1160           0
## 1296           9      1970        TA        Gd        546         546
## 1297           7      1972        TA        Gd        630           0
## 1298           5      1954        TA        TA        988           0
## 1299           7      1983        TA        Gd        816           0
## 1300           5      1984        TA        TA        923           0
## 1301           9      1982        Gd        Gd        816           0
## 1302           8      1982        TA        Gd        816           0
## 1303           6      1982        TA        TA        845           0
## 1304           6      1984        TA        TA        889           0
## 1305           6      1971        TA        TA       1587           0
## 1306           5      1970        TA        Gd       1277           0
## 1307           6      1973        TA        Gd       2223           0
## 1308           6      1970        Gd        Gd       2217           0
## 1309           5      2003        Gd        TA        847         886
## 1310           5      1995        TA        TA        806         766
## 1311           6      1997        TA        TA        794         676
## 1312           5      1997        TA        TA        916         684
## 1313           5      1997        TA        TA        754         630
## 1314           5      2000        Gd        TA       1652           0
## 1315           5      1994        TA        TA        924         770
## 1316           5      1996        Gd        TA        691         862
## 1317           5      1995        TA        TA       1253           0
## 1318           5      1999        TA        TA        957        1342
## 1319           5      1992        TA        TA       1187           0
## 1320           5      1991        Gd        TA        802         670
## 1321           5      1992        TA        TA        812         670
## 1322           5      1993        TA        TA        910         732
## 1323           5      1986        Gd        TA       1088           0
## 1324           5      1988        Gd        TA       1179           0
## 1325           5      1990        Gd        TA       1321           0
## 1326           5      2005        Gd        TA       1922           0
## 1327           5      2005        Gd        TA       1164        1377
## 1328           5      2006        Gd        TA       1612           0
## 1329           5      2006        Gd        TA       2234           0
## 1330           7      1981        Gd        Gd       1440           0
## 1331           7      1981        Gd        TA        725         754
## 1332           6      1978        TA        TA       1664           0
## 1333           5      1979        TA        TA       1085         845
## 1334           6      1977        TA        TA       1161         808
## 1335           6      1976        TA        TA       1118         912
## 1336           6      1978        TA        TA       1032           0
## 1337           6      1984        TA        TA       1177           0
## 1338           6      1979        TA        TA       1040         685
## 1339           5      1979        TA        TA       1353           0
## 1340           5      1971        TA        TA       1220           0
## 1341           6      1971        TA        TA       1484           0
## 1342           6      1968        Gd        TA       1041         702
## 1343           7      1976        TA        TA       1142         793
## 1344           6      1976        TA        TA       1324           0
## 1345           6      1974        TA        TA       1084         793
## 1346           7      1971        TA        TA        576         533
## 1347           5      1971        TA        TA        981           0
## 1348           9      1972        TA        TA        725         754
## 1349           5      1970        TA        TA        914           0
## 1350           5      1971        TA        TA        950           0
## 1351           5      1971        TA        TA        872           0
## 1352           6      1971        TA        TA        858           0
## 1353           7      1961        TA        Gd        914           0
## 1354           6      1971        TA        TA        864           0
## 1355           5      1998        TA        TA        767           0
## 1356           5      2001        Gd        TA       1337           0
## 1357           5      1997        Gd        TA       1337           0
## 1358           6      1973        TA        TA        525         567
## 1359           5      1973        TA        TA        672         546
## 1360           5      1973        TA        TA        672         546
## 1361           5      1970        TA        TA        630         672
## 1362           5      1976        TA        TA        958           0
## 1363           6      1976        TA        TA        804         744
## 1364           7      1978        TA        TA       1055           0
## 1365           6      1966        TA        TA        988           0
## 1366           5      2005        Ex        TA       2046           0
## 1367           5      2006        Ex        TA       2069         574
## 1368           5      2006        Gd        TA       1634           0
## 1369           5      2005        Gd        TA       1722        1036
## 1370           5      2004        Gd        TA       1143        1330
## 1371           5      2006        Ex        TA       1802           0
## 1372           5      2004        Gd        TA       1718        1238
## 1373           5      2004        Gd        TA       1136        1332
## 1374           5      2003        Gd        TA       1217        1168
## 1375           5      2003        Gd        TA       1234        1140
## 1376           5      2005        Gd        TA       1614           0
## 1377           5      2005        Gd        TA       1721           0
## 1378           5      2005        Gd        TA       1362           0
## 1379           5      2005        Gd        TA       1302           0
## 1380           5      2005        Gd        TA       1362           0
## 1381           5      2006        Gd        TA       1554           0
## 1382           5      2006        Gd        TA       1554           0
## 1383           5      2006        Gd        TA       1370           0
## 1384           5      2005        Ex        TA       1577           0
## 1385           5      2005        Ex        TA       1561           0
## 1386           5      2003        Gd        TA       1405           0
## 1387           5      2005        Gd        TA        768         768
## 1388           5      2005        TA        TA       1326           0
## 1389           5      2003        Gd        TA       1589           0
## 1390           5      2004        Gd        TA       1530           0
## 1391           5      2004        Gd        TA       1119           0
## 1392           5      2004        Gd        TA        744         630
## 1393           5      2004        Gd        TA        847        1112
## 1394           5      2004        Gd        TA        840         880
## 1395           5      2003        Gd        TA        754         640
## 1396           5      2003        Gd        TA        847        1101
## 1397           5      2002        Gd        TA        864        1131
## 1398           5      1999        TA        TA        953         694
## 1399           5      2000        TA        TA        774         656
## 1400           5      2003        Gd        TA        660         660
## 1401           5      2000        TA        TA        940         750
## 1402           5      1999        TA        TA        961         683
## 1403           5      1997        Gd        TA       1779         772
## 1404           5      2000        Gd        TA        997        1288
## 1405           5      2001        Ex        TA       2633           0
## 1406           5      1998        Gd        TA       1671        1407
## 1407           5      1998        Gd        TA       1411        1171
## 1408           5      1998        Gd        TA       1108        1277
## 1409           5      1996        Gd        TA       1127         886
## 1410           5      1996        Gd        TA       1383        1015
## 1411           5      1995        Gd        TA       1328        1203
## 1412           5      1992        Gd        TA       3228           0
## 1413           5      1992        Gd        TA       1105        1097
## 1414           5      1996        Gd        Gd       1335        1203
## 1415           5      2006        Ex        TA       1905           0
## 1416           5      2007        Gd        TA       1464           0
## 1417           5      2006        Gd        TA       1534           0
## 1418           5      2006        Gd        TA       1636           0
## 1419           5      2006        Gd        TA       1588           0
## 1420           5      2005        Gd        TA       1538           0
## 1421           5      2005        Gd        TA       1506           0
## 1422           5      2004        Gd        TA       1694           0
## 1423           5      2006        Gd        TA        982         995
## 1424           5      2006        Gd        TA       1302         528
## 1425           5      2006        Gd        TA       1088         871
## 1426           5      2006        Gd        TA       1656           0
## 1427           5      2006        Gd        TA       1685           0
## 1428           5      2004        Gd        TA       1580         886
## 1429           5      2006        Gd        TA       1143           0
## 1430           5      2003        Gd        TA       1094           0
## 1431           5      2006        Gd        TA       1486           0
## 1432           5      1994        Gd        Gd        936         785
## 1433           5      1993        Gd        TA        920         900
## 1434           5      2000        TA        TA       1349           0
## 1435           5      1998        Gd        TA       1494           0
## 1436           5      1992        Gd        TA       1575           0
## 1437           5      1980        TA        TA        630         636
## 1438           7      1983        TA        TA        884           0
## 1439           5      1977        TA        TA       2020           0
## 1440           5      1977        TA        TA        894           0
## 1441           6      1963        TA        TA        970           0
## 1442           5      1962        TA        TA       1057           0
## 1443           7      1962        TA        Gd        999           0
## 1444           5      1961        TA        TA       1120           0
## 1445           7      1968        TA        TA       1040           0
## 1446           5      1961        TA        TA        988           0
## 1447           6      1967        TA        TA        902           0
## 1448           5      1990        Gd        TA       1271        1232
## 1449           7      1974        Gd        TA       1516         651
## 1450           5      1974        TA        TA       1037           0
## 1451           5      1990        Gd        TA       1453        1357
## 1452           5      1992        Gd        TA       2129         743
## 1453           5      2004        Gd        TA       1378           0
## 1454           5      1999        TA        TA        757         744
## 1455           5      1999        TA        TA        729         729
## 1456           5      2000        Gd        TA        756         756
## 1457           5      2000        Gd        TA        769         804
## 1458           5      2000        Gd        TA        769         756
## 1459           5      2004        Gd        TA        551         551
## 1460           5      1999        Gd        TA        764         677
## 1461           5      1997        Gd        TA        975         975
## 1462           5      1999        Gd        TA       1358           0
## 1463           5      2003        Gd        TA       1072         976
## 1464           5      1998        Gd        Gd       1220        1142
## 1465           5      1994        Gd        TA       1494           0
## 1466           6      1980        Gd        TA       2362           0
## 1467           7      1978        TA        TA       1432           0
## 1468           8      1976        Gd        Gd       1437           0
## 1469           6      1978        Gd        TA       1295           0
## 1470           7      1976        Gd        Gd       1094         761
## 1471           8      1976        TA        TA       1262           0
## 1472           5      1981        Gd        TA       2497           0
## 1473           5      1977        TA        TA       1361        1259
## 1474           5      2001        Gd        TA       1057         872
## 1475           6      1968        TA        TA       1152           0
## 1476           6      1970        TA        TA       1403        1008
## 1477           6      1969        TA        TA       1082           0
## 1478           5      1968        TA        TA       1295           0
## 1479           7      1972        TA        TA       1610           0
## 1480           6      1993        TA        TA       1594           0
## 1481           6      1993        Gd        TA       1091         984
## 1482           6      1976        TA        TA       1680           0
## 1483           7      1966        TA        TA       1093           0
## 1484           6      1973        TA        TA       1242           0
## 1485           5      1963        TA        TA       1052           0
## 1486           6      1967        TA        TA       1107           0
## 1487           5      1967        TA        TA       1214           0
## 1488           7      1965        TA        TA       1073           0
## 1489           4      1964        TA        TA       1728           0
## 1490           5      1964        TA        TA       1224           0
## 1491           8      1960        TA        Gd        958           0
## 1492           5      1960        TA        TA       1065           0
## 1493           8      1958        TA        Gd       1138           0
## 1494           7      1958        TA        TA        912           0
## 1495           7      1959        TA        TA        882           0
## 1496           5      1961        TA        TA       1187           0
## 1497           7      1961        TA        Gd        964           0
## 1498           7      1960        TA        TA        894           0
## 1499           6      1966        TA        TA       1200           0
## 1500           5      1965        TA        TA       1042           0
## 1501           7      1964        TA        Gd        845        1309
## 1502           5      1964        TA        TA       1374           0
## 1503           7      1959        TA        Gd       1652           0
## 1504           6      1960        TA        TA       1429           0
## 1505           6      1959        TA        TA       1327           0
## 1506           5      1962        TA        TA       1224           0
## 1507           5      1950        TA        TA        932           0
## 1508           7      1940        TA        TA        908           0
## 1509           3      1946        Fa        Fa        666           0
## 1510           5      1945        TA        TA        442         228
## 1511           8      1958        TA        TA        808           0
## 1512           6      1964        TA        TA       1127         850
## 1513           6      1955        TA        Gd       1150           0
## 1514           5      1948        TA        TA        928         992
## 1515           5      1941        TA        TA        968         408
##      BedroomAbvGr TotRmsAbvGrd GrLivArea MiscVal YearRemodel logSalePrice.1
## 1               3            7      1656       0        1960       12.27839
## 2               2            5       896       0        1961       11.56172
## 3               3            6      1329   12500        1958       12.05525
## 4               3            8      2110       0        1968       12.40492
## 5               3            6      1629       0        1998       12.15425
## 6               3            7      1604       0        1998       12.18332
## 7               2            6      1338       0        2001       12.27139
## 8               2            5      1280       0        1992       12.16264
## 9               2            5      1616       0        1996       12.37370
## 10              3            7      1804       0        1999       12.14950
## 11              3            7      1655       0        1994       12.07767
## 12              3            6      1187     500        2007       12.12811
## 13              3            7      1465       0        1998       12.10293
## 14              2            5      1341       0        1990       12.05234
## 15              1            4      1502       0        1985       12.26434
## 16              4            8      1752       0        2005       12.00762
## 17              2            4       864       0        1951       11.85652
## 18              3            7      1844       0        1977       12.15478
## 19              3            6      1173       0        1974       12.04355
## 20              3            7      1674       0        2000       12.28303
## 21              2            5      1004     700        1970       11.91170
## 22              3            6      1078       0        2008       11.91772
## 23              3            6      1056       0        1968       11.86358
## 24              2            4       882       0        1970       11.74404
## 25              3            5       864       0        1971       11.65269
## 26              2            5      1337       0        1999       12.12269
## 27              2            5       987       0        1971       11.47210
## 28              3            6      1092       0        1971       11.56647
## 29              3            6      1092       0        1971       11.38509
## 30              2            4      1069       0        1977       11.75587
## 31              3            6      1456       0        1975       11.91772
## 32              2            4       836       0        1975       11.69525
## 33              3            7      1456       0        1978       11.89136
## 34              3            7      1704       0        2008       12.63134
## 35              3            7      1698       0        2005       12.52453
## 36              3            8      1822       0        2006       12.46458
## 37              3            7      1535       0        2004       12.27373
## 38              3           10      2696       0        2004       13.12236
## 39              3            7      2250       0        2002       12.67608
## 40              2            6      1752       0        2005       12.67576
## 41              2            6      1370       0        2006       12.23077
## 42              2            6      1626       0        2003       12.07539
## 43              3            6      1324       0        2005       12.20357
## 44              2            6      1145       0        2006       11.98293
## 45              2            6      1269       0        2005       12.16525
## 46              3            7      1374       0        2004       12.12540
## 47              4            8      1960       0        2002       12.28535
## 48              3            7      1733       0        2004       12.12859
## 49              3            7      1430       0        2000       12.10071
## 50              3            8      2035       0        2001       12.31268
## 51              4           10      2599       0        1999       12.71640
## 52              4            7      2475       0        1998       12.77987
## 53              3            7      1720       0        1996       12.46997
## 54              3            9      2622       0        1995       12.69158
## 55              4            9      2270       0        2007       12.57764
## 56              4            7      1839       0        1998       12.30592
## 57              4            9      3238       0        1996       12.92391
## 58              2            6      1595       0        2006       12.30818
## 59              3            7      1547       0        2009       12.27932
## 60              3            7      1566       0        2008       12.47801
## 61              3            8      1947       0        2005       12.44863
## 62              2            6      1468       0        2005       12.51172
## 63              4            8      2084       0        2004       12.35879
## 64              3            8      1659       0        2004       12.10625
## 65              3            8      2110       0        2002       12.23077
## 66              2            5       923       0        1980       11.87060
## 67              3            8      1845     400        1992       12.14950
## 68              2            5       918       0        1979       11.50791
## 69              2            4       752       0        1984       11.73607
## 70              3            7      1744       0        2003       12.17819
## 71              3            6      1097       0        1985       11.93164
## 72              3            7      1564       0        1981       12.04942
## 73              2            5      1012       0        1950       11.11988
## 74              4            8      1902       0        1978       11.62625
## 75              3            5       894       0        2009       11.83863
## 76              3            5       900       0        1967       11.71178
## 77              3            5      1040       0        1963       11.79810
## 78              3            6      1040       0        2010       11.75194
## 79              3            8      1923       0        1992       12.15478
## 80              4            9      2349       0        1993       12.80078
## 81              4            7      2225       0        1993       12.56024
## 82              2            6      1488       0        2005       12.46844
## 83              2            3      1680       0        2004       12.15478
## 84              2            4      1200       0        2004       11.95118
## 85              2            4      1200       0        2005       11.92504
## 86              2            4      1200       0        2005       11.91505
## 87              2            4      1236       0        2005       11.93164
## 88              3            5      1573       0        2000       12.08673
## 89              2            5      1512       0        2000       12.08391
## 90              3            6      1416       0        1999       11.95118
## 91              2            4      1080       0        2003       11.89894
## 92              3            7      1848       0        2000       12.44509
## 93              1            3       788       0        1980       11.95118
## 94              1            4      1226       0        1978       12.23563
## 95              3            6      1479       0        2005       11.77913
## 96              3            6      1492       0        2002       12.34583
## 97              4            8      1829       0        1967       12.29454
## 98              4            9      2495       0        1993       12.40287
## 99              3            6      1610       0        2001       12.23077
## 100             3            7      1891       0        1978       12.26670
## 101             3            7      1714     500        1988       12.18842
## 102             3            5      1381       0        2006       12.19349
## 103             4            7      1645       0        1971       12.04942
## 104             3            6      1232       0        1966       11.86534
## 105             3            6      1328       0        1963       11.87060
## 106             3            6      1225     400        1959       11.76718
## 107             3            6      1209       0        1966       11.97666
## 108             3            6      1510       0        1967       12.09458
## 109             3            8      1775       0        1964       11.82261
## 110             3            6      1152       0        1964       12.10349
## 111             2            5      1078       0        1996       11.86446
## 112             3            6      1556       0        1950       12.05815
## 113             2            4       858       0        2008       11.66565
## 114             3            6      1063       0        1954       11.75979
## 115             3            7      1520       0        1972       11.93819
## 116             2            7      1268       0        1954       11.79056
## 117             2            5      1128    1500        2008       12.08954
## 118             5           12      2274       0        1960       11.94665
## 119             4            8      1604       0        1958       11.81303
## 120             3            7      1480     300        2009       12.27373
## 121             3            6      1143       0        1959       11.82041
## 122             4            6      1700       0        1959       12.01673
## 123             3            5      1314       0        1957       11.88449
## 124             3            6      1194       0        1959       11.90497
## 125             3            6      1264       0        1960       12.02874
## 126             3            6      1206       0        1959       11.59486
## 127             3            6      1580       0        1959       11.97980
## 128             3            5      1337       0        1956       11.58989
## 129             2            4      1064       0        1952       11.81303
## 130             3            5       972       0        1955       11.71587
## 131             2            4       985       0        1994       11.56172
## 132             3            6      1086       0        2003       11.88380
## 133             2            4       936       0        2000       11.76757
## 134             0            4      1056     600        1980       11.87757
## 135             3            7      1287       0        2006       11.99535
## 136             5           11      2978       0        2007       12.39669
## 137             3            5      1224       0        2004       11.79056
## 138             3            6      1246       0        1994       11.94471
## 139             4            6      1385       0        1952       12.01974
## 140             3            5       900       0        2000       11.81155
## 141             3            5      1116       0        1962       11.98293
## 142             3            6      1175       0        1960       11.90497
## 143             4            7      1839       0        1966       11.95118
## 144             2            5       936       0        1950       11.60368
## 145             2            5      1028       0        1950       11.65269
## 146             3            6      1347       0        1957       11.87060
## 147             3            8      1605       0        1950       11.58432
## 148             2            4       747       0        1950       11.28978
## 149             3            6      1316       0        2001       11.77529
## 150             3            6      1251       0        2000       11.68688
## 151             3            7      1633       0        2009       11.76757
## 152             3            6      1245       0        1962       11.51293
## 153             2            5       720       0        2003       11.57025
## 154             4            7      1652    1200        1950       11.84223
## 155             3            7      2268       0        2002       12.38839
## 156             2            6      1236       0        1996       11.91639
## 157             3            6      1363       0        1950       11.74006
## 158             4           11      2290       0        1950       11.71587
## 159             3            7      1612       0        1997       11.76368
## 160             3            8      2068       0        2005       12.25248
## 161             2            4       765       0        1950       11.37366
## 162             3            6      1196       0        1950       11.75979
## 163             3            6      1416       0        1950       11.84868
## 164             2            5      1040       0        1980       11.72723
## 165             4            7      1536       0        1950       11.83790
## 166             2            5      1068       0        1950       11.60368
## 167             3            9      1710       0        1950       11.84940
## 168             4            9      1962       0        1950       11.91505
## 169             3            7      1560       0        2009       11.98230
## 170             3            6      1324       0        1993       11.71178
## 171             2            5       816       0        1963       11.60824
## 172             4            8      1812       0        1996       11.84940
## 173             4           10      2403       0        1950       12.40656
## 174             3            8      1675       0        1959       12.06105
## 175             3            6      1392       0        1950       11.51293
## 176             3            5       919       0        1950       11.46163
## 177             2            7      1680       0        1950       11.65182
## 178             2            6      1020       0        1996       11.45105
## 179             4            8      1832       0        1967       11.82041
## 180             4            8      1768       0        1968       11.82408
## 181             3            6      1039       0        1965       11.78676
## 182             3            5       912       0        1967       11.73607
## 183             3            6      1060       0        2001       11.94471
## 184             3            5       892       0        2008       11.83428
## 185             4            7      1352       0        1969       11.97035
## 186             2            4       864       0        1968       11.82956
## 187             3            5      1373       0        1978       11.98449
## 188             4            7      1440       0        1968       12.00151
## 189             3            7      2260       0        1997       12.70077
## 190             1            4      1483       0        2001       12.50618
## 191             2            4       756       0        1950       11.35041
## 192             0            4      1524       0        1979       12.46844
## 193             4            8      1981       0        1992       12.34583
## 194             4            8      1610     450        1990       11.72804
## 195             3            6      1074       0        1987       11.88103
## 196             3            6      1144       0        1956       11.76757
## 197             3            8      1531       0        1979       11.75194
## 198             3            5      1172       0        1998       11.75979
## 199             3            6      1212       0        2009       12.13350
## 200             3            5      1298       0        1964       11.64395
## 201             3            7      1732       0        1985       12.08954
## 202             1            4      1433       0        1987       12.50618
## 203             3            8      1802       0        1993       12.29225
## 204             3            8      1949       0        1994       12.37159
## 205             2            5       996       0        1992       11.89819
## 206             3            7      1694       0        2008       12.41044
## 207             2            6      1208       0        2006       12.23563
## 208             3            6      1226       0        2009       12.20056
## 209             2            6      1222       0        2010       12.13886
## 210             5           11      3222       0        1990       12.67608
## 211             3            6      1445       0        1993       11.83863
## 212             3            6      1052       0        1971       11.95118
## 213             2            4       965       0        1996       11.97666
## 214             3            8      1692       0        1998       12.16003
## 215             3            7      1682       0        1998       12.20857
## 216             3            5      1026       0        2004       11.91839
## 217             3            6      1392     450        1977       11.99381
## 218             3            5       894       0        1976       11.76135
## 219             3            5       876       0        1972       11.75194
## 220             3            8      1978       0        2003       12.66981
## 221             3            6      1601    2000        2002       12.51356
## 222             3            7      1829       0        2003       12.37582
## 223             4            9      2098       0        1997       12.38839
## 224             3            6      1661       0        1998       12.32341
## 225             1            4       848       0        2003       11.87583
## 226             1            3       848       0        2004       11.87060
## 227             3            8      1668       0        2003       12.35449
## 228             3            7      1484       0        2005       12.26905
## 229             3            6      1414       0        2004       12.13081
## 230             4            8      1664       0        1965       11.51293
## 231             3            6      1196       0        1968       11.87757
## 232             3            5      1096       0        1975       11.73767
## 233             3            5       960       0        1958       11.40756
## 234             2            5      1121       0        2004       11.84940
## 235             3            7      1487       0        1950       11.63514
## 236             2            5       924       0        1950       11.28978
## 237             2            5      1296       0        1999       11.55215
## 238             4            6      1647       0        1950       11.75979
## 239             2            5       864       0        1950       10.97678
## 240             3            6      1691       0        1950       11.75194
## 241             2            4       856       0        1950       11.74404
## 242             3            7      1666       0        1950       11.51293
## 243             4            8      2133       0        1985       12.45877
## 244             5           11      2177       0        1991       12.27839
## 245             4            9      2340    2500        2006       12.49313
## 246             3            7      1902       0        2002       12.72189
## 247             3            6      1652       0        2007       12.22163
## 248             1            4      1034       0        1989       12.12811
## 249             2            5      1191       0        1989       11.99843
## 250             1            6      1801       0        1997       12.57418
## 251             3            7      1154       0        2007       11.74006
## 252             2            5      1107       0        1975       11.60824
## 253             2            5      1646       0        2005       12.41309
## 254             3            8      1916       0        1999       12.44863
## 255             3            6      1285      80        1977       12.15478
## 256             3            7      1560       0        2003       12.21106
## 257             3            6      1034       0        1976       12.04297
## 258             5            9      2048       0        1976       12.04355
## 259             3            6      1346       0        2008       12.30138
## 260             3            7      1444       0        2007       12.06681
## 261             4            8      1894       0        2003       12.27793
## 262             4            9      1908       0        2002       12.22047
## 263             3           10      2018       0        2009       12.84397
## 264             2            7      1264       0        1977       12.03765
## 265             3            7      1430       0        2005       12.06393
## 266             4            8      1824       0        1971       11.84223
## 267             3            7      1344       0        1999       12.02275
## 268             3            6      1092       0        1973       11.33260
## 269             2            5       945       0        1973       11.69107
## 270             3            4      1112       0        1976       11.35041
## 271             3            5      1092       0        1970       11.23849
## 272             1            3       630       0        1972       11.23189
## 273             3            5      1092       0        1970       11.38793
## 274             3            5      1092       0        1972       11.35627
## 275             3            5       874       0        2004       11.77529
## 276             3            6      1188       0        1962       11.96972
## 277             2            5       833       0        1984       11.91772
## 278             4           10      2432     600        1986       11.97666
## 279             3            6      1274       0        1991       11.82041
## 280             5            8      1479       0        1969       11.98916
## 281             3            6      1803       0        1995       12.56024
## 282             3            7      1797       0        1994       12.35017
## 283             2            5       882       0        1956       11.73206
## 284             4            7      1434       0        1974       11.96400
## 285             4            9      2704       0        1995       12.75130
## 286             3            7      1608       0        1997       12.15214
## 287             4            9      2283       0        2003       12.50618
## 288             3            7      1628     490        1997       12.14950
## 289             3            7      1746       0        2007       12.84133
## 290             3            7      1474     700        1996       12.03469
## 291             1            8      2522       0        2005       12.83468
## 292             2            5      1659       0        2000       12.53538
## 293             2            5      1478       0        1998       12.38839
## 294             2            6      1734       0        1996       12.38631
## 295             3            7      1382       0        1998       12.08673
## 296             3            7      1718       0        1998       12.12811
## 297             3            7      1636       0        1999       12.16003
## 298             3            7      1571       0        1994       12.08954
## 299             3            6      1470     480        1993       12.12811
## 300             3            7      1516       0        1995       12.10800
## 301             3            6      1190       0        1993       12.01974
## 302             3            7      1593       0        1993       12.08954
## 303             3            6      1481       0        1995       12.06681
## 304             3            6      1167       0        1992       12.06105
## 305             3            9      1983       0        1999       12.32386
## 306             3            5      1442       0        1990       12.10349
## 307             3            7      1530       0        2005       12.46844
## 308             3            6      1934       0        1977       12.12811
## 309             4           10      2353       0        1980       12.46844
## 310             3            7      1586       0        1998       12.10625
## 311             3            6      1411       0        1977       11.32055
## 312             3            8      1602       0        2000       12.27839
## 313             3            7      1671       0        1986       12.20607
## 314             4            9      2673       0        1991       12.42521
## 315             3            6      1472       0        1980       12.14153
## 316             3            7      1707       0        1998       12.12269
## 317             4            9      2524       0        1981       12.53538
## 318             3            6      1370       0        1976       11.93164
## 319             4            9      1868       0        1976       12.19349
## 320             3            7      1884       0        2003       12.39214
## 321             3            7      1874       0        2001       12.30138
## 322             3            7      1811       0        2002       12.36734
## 323             3            7      1621       0        1975       12.26905
## 324             3            6      1116       0        1974       12.03112
## 325             3            5      1193       0        1975       11.97035
## 326             3            7      1350       0        1974       12.01370
## 327             4            8      1792       0        1974       11.82041
## 328             3            5      1002       0        1970       11.90834
## 329             3            5      1026       0        2005       11.95761
## 330             2            6      1180       0        1970       11.75979
## 331             3            6      1050       0        1971       11.87060
## 332             3            5       864     500        1970       11.69941
## 333             3            5       864       0        1970       11.73206
## 334             3            5       864       0        2006       11.77529
## 335             2            5       987       0        1973       11.61729
## 336             2            5       987       0        1972       11.48247
## 337             2            5       987       0        2007       11.67844
## 338             3            6      1302       0        1972       11.69107
## 339             2            5       958       0        1976       11.87583
## 340             3            7      1548       0        1976       11.89136
## 341             3            7      1456       0        1976       11.90834
## 342             2            4      1055       0        1975       11.71994
## 343             3            6      1322       0        1974       11.89819
## 344             3            6      1456       0        1977       11.83428
## 345             3            7      1548       0        1978       11.89819
## 346             3            7      1441       0        1978       11.90834
## 347             3            6      1456       0        1978       11.83501
## 348             2            5       836       0        1976       11.76368
## 349             3            5       892       0        1967       11.51293
## 350             3            5      1120    1200        2004       11.91036
## 351             3            7      1718       0        2007       12.72932
## 352             4           10      2772       0        2007       13.04332
## 353             2           10      2402       0        2008       13.22672
## 354             2            6      1652       0        2007       12.69158
## 355             3            7      1600       0        2007       12.45410
## 356             3           10      2184       0        2008       12.72189
## 357             3            7      2020       0        2008       12.90917
## 358             3           10      2296       0        2008       13.02133
## 359             2            8      2674       0        2007       13.32121
## 360             3            7      1736       0        2008       12.79386
## 361             3            7      1782       0        2005       12.59811
## 362             5           10      2520       0        2007       12.92367
## 363             3            7      1717       0        2006       12.45098
## 364             3            8      1743       0        2008       12.72189
## 365             3            7      1713       0        2005       12.52416
## 366             2            6      1531       0        2006       12.61154
## 367             3            7      1808       0        2008       12.68850
## 368             4           10      2224       0        2005       12.76569
## 369             3            7      1836       0        2005       12.54254
## 370             3            7      1629       0        2004       12.55673
## 371             3            8      1760       0        2004       12.50432
## 372             3            8      2392       0        2003       12.86424
## 373             3           10      2452       0        2003       13.00583
## 374             4           10      2400       0        2004       12.57764
## 375             3            6      1606       0        2006       12.45254
## 376             2            6      1358       0        2005       12.26905
## 377             1            5      1306       0        2005       12.18587
## 378             1            5      1306       0        2005       12.12540
## 379             2            6      1358       0        2008       12.26670
## 380             2            6      1314       0        2008       12.34583
## 381             3            8      2200       0        2004       12.85448
## 382             2            6      1456       0        2008       12.42320
## 383             3            8      1712       0        2003       12.56549
## 384             2            6      1324       0        2006       12.44509
## 385             2            6      1405       0        2003       12.06105
## 386             2            6      1626       0        2004       12.06105
## 387             3            8      1456       0        2005       12.12269
## 388             3            7      1490       0        2006       12.03053
## 389             3            8      1484       0        2005       12.06681
## 390             3            6      1560       0        2005       12.06681
## 391             2            7      1555       0        2007       12.06681
## 392             1            7      1569       0        2007       12.07767
## 393             2            7      1555       0        2006       12.16785
## 394             1            7      1504       0        2006       12.10625
## 395             2            5      1220       0        2006       12.10071
## 396             2            5      1145       0        2006       11.98418
## 397             3            6      1432       0        2005       12.14685
## 398             4            8      2267       0        2002       12.20607
## 399             3            6      1374       0        2005       12.04355
## 400             3            7      1630       0        2005       12.15214
## 401             3            7      1419       0        2002       12.12323
## 402             3            7      1594       0        2004       12.18332
## 403             3            8      1489       0        2003       12.16525
## 404             3            7      1342       0        2003       12.08954
## 405             2            6      1314       0        2008       12.24289
## 406             4            8      2256       0        2000       12.37159
## 407             4            8      2004       0        2002       12.45877
## 408             3            7      2054       0        2000       12.40492
## 409             3            7      1374       0        2004       12.02575
## 410             3            7      1800       0        2000       12.09514
## 411             3            7      1514       0        2000       12.15478
## 412             3            7      1430       0        2000       11.95761
## 413             4            8      2312       0        1999       12.40901
## 414             3            7      1675       0        1999       12.10625
## 415             3            8      2060       0        1999       12.27373
## 416             3            7      1430       0        1999       12.03172
## 417             3            8      2365       0        1999       12.72784
## 418             4            9      2794       0        1996       12.90669
## 419             4           10      2687       0        2000       12.69772
## 420             3            7      2450       0        1998       12.73670
## 421             4            8      2612       0        1999       12.72487
## 422             3            7      2344       0        1997       12.48749
## 423             3            7      2063       0        1995       12.66033
## 424             4            9      2646       0        1993       12.46844
## 425             3            7      2061       0        1996       12.46844
## 426             3            8      2232       0        1994       12.48200
## 427             4            8      2448       0        2005       12.90421
## 428             3            7      1850       0        1994       12.42118
## 429             3            7      1696       0        2008       12.52453
## 430             3            7      1658       0        2008       12.45877
## 431             3            7      1702       0        2007       12.52634
## 432             3            7      1432       0        2006       12.40901
## 433             3            8      1971       0        2005       12.44114
## 434             2            9      2490       0        2006       13.05622
## 435             3            6      1590       0        2008       12.25486
## 436             3            7      1402       0        2008       12.34496
## 437             3            7      1530       0        2008       12.42922
## 438             2            6      1448       0        2007       12.38212
## 439             3           10      2007       0        2008       12.64433
## 440             3            8      1795       0        2006       12.50618
## 441             3            9      1953       0        2006       12.43718
## 442             2            7      1550       0        2007       12.39255
## 443             3            8      1662       0        2007       12.58108
## 444             4            8      2094       0        2004       12.47991
## 445             2            6      1221       0        2005       12.12811
## 446             3            6      1553       0        2004       12.36521
## 447             3            6      1653       0        2003       12.25009
## 448             3            6      1218       0        2007       11.97666
## 449             3            6      1141       0        2006       11.93164
## 450             3            5      1158       0        2004       11.87409
## 451             3            8      1812       0        2004       12.17045
## 452             3            6      1512       0        2004       12.22096
## 453             2            5      1200       0        2003       12.12757
## 454             3            6      1114       0        2005       11.97666
## 455             3            6      1114       0        2004       11.86358
## 456             3            6      1114       0        2004       11.93819
## 457             4            8      2122       0        1997       12.30138
## 458             3            6      1434       0        2001       12.14950
## 459             3            6      1730       0        1992       12.05234
## 460             3            6      1217       0        1980       11.69525
## 461             2            5      1332       0        1991       11.88449
## 462             3            6      1540       0        1994       12.12269
## 463             3            6      1400       0        1986       11.99535
## 464             4            8      1882       0        1981       11.98293
## 465             2            4       841       0        1950       11.31447
## 466             2            5       784       0        1950       11.23849
## 467             3            5       980       0        1962       11.60824
## 468             3            6       980       0        1977       11.81303
## 469             3            5       864       0        1961       11.85652
## 470             2            5       864       0        1961       11.71178
## 471             3            5      1020       0        1965       11.72884
## 472             3            6       912       0        1995       11.76757
## 473             3            6      1144     400        1983       11.78600
## 474             3            5       864       0        1965       11.04105
## 475             3            6       912       0        1962       11.71994
## 476             3            7      1755       0        2008       12.36734
## 477             1            5      1256       0        2008       12.18075
## 478             3            6      1471       0        1999       12.05815
## 479             2            4      1512       0        2000       12.10071
## 480             3            6      1452       0        1999       11.95761
## 481             2            5      1694       0        2008       12.67216
## 482             1            4      1226       0        1981       12.26198
## 483             2            7      1740       0        1981       12.39504
## 484             4            8      1556       0        1968       11.94471
## 485             2            6      1442       0        1970       12.12811
## 486             3            7      1489       0        1968       12.13216
## 487             3            7      2090     350        1973       12.20607
## 488             3            7      2067       0        1974       12.23563
## 489             3            6      1395       0        1972       11.99535
## 490             5            8      2640       0        1997       12.45644
## 491             3            7      1724       0        1976       12.19552
## 492             3            6      1336     650        1969       12.00151
## 493             4            8      2288       0        1992       12.34583
## 494             2            6      1334       0        1977       12.03112
## 495             3            6      1665       0        2001       12.33271
## 496             2            5       864       0        1967       11.77529
## 497             3            7      1568       0        1967       11.87060
## 498             2            5       925       0        1965       11.67419
## 499             3            5      1320       0        1971       12.05815
## 500             3            7      1342       0        1967       11.99226
## 501             2            5       894       0        1960       11.86005
## 502             3            5       864       0        1959       11.67844
## 503             2            5       864     450        1959       11.75587
## 504             3            6      1362       0        1957       11.84940
## 505             3            6      1516       0        1964       12.02575
## 506             3            6      1313       0        1995       11.93819
## 507             3            6      1154       0        1966       11.94471
## 508             4            7      2140       0        1965       12.08673
## 509             3            7      1445       0        1964       11.97035
## 510             3            6      1041       0        1959       11.73206
## 511             4            7      1576       0        1961       12.06968
## 512             2            5       960       0        1955       11.71178
## 513             2            5       708       0        1950       11.32055
## 514             3            5      1203       0        1950       11.60824
## 515             2            6      1505       0        1953       11.91505
## 516             2            5      1691       0        1967       12.07254
## 517             3            7      1644       0        1953       12.02575
## 518             2            5      1050       0        1956       11.76679
## 519             3            5      1113       0        2007       11.89819
## 520             3            6      1453       0        1961       12.14153
## 521             3            6      1394       0        1963       11.97666
## 522             2            5      1567       0        2008       12.45293
## 523             3            7      1986       0        1990       12.23077
## 524             4            8      2142       0        1968       12.17303
## 525             4            7      1738       0        2007       11.56076
## 526             3            6      1144       0        1956       11.91839
## 527             3            6      1478       0        1957       11.96081
## 528             3            5      1329       0        1960       12.07824
## 529             3            6       988       0        1998       11.91505
## 530             3            6      1215       0        1998       11.95118
## 531             3            6      1382       0        1955       11.93819
## 532             3            6      1200       0        1956       11.87757
## 533             3            6      1382       0        1962       12.07824
## 534             3            5      1297       0        1990       11.93819
## 535             4            8      1866       0        1958       11.81303
## 536             3            6      1062       0        1954       11.78295
## 537             2            5      1112       0        1951       11.74404
## 538             2            5      1005       0        1955       11.65269
## 539             2            4       793       0        1950       11.63514
## 540             2            5      1031       0        2005       11.88793
## 541             2            7      1210       0        1953       11.54151
## 542             3            6      1527       0        1999       11.93492
## 543             3            6      1200       0        1950       11.77452
## 544             2            5       972       0        2002       11.79056
## 545             2            4       792       0        1958       11.51192
## 546             4            7      1352       0        2006       11.91170
## 547             2            6      1039       0        2003       11.64395
## 548             2            5       792       0        2006       11.60368
## 549             3            6      1078       0        1950       11.73607
## 550             4            5      1690       0        2008       11.96081
## 551             2            6      1374       0        1950       11.56172
## 552             2            4       846       0        1950       11.57119
## 553             1            4       725       0        1998       11.27085
## 554             6           12      2544       0        1969       12.15478
## 555             3            6      1380       0        1963       11.94471
## 556             6           12      2634       0        1969       12.20607
## 557             2            6       951     450        2007       11.87409
## 558             3            5      1105       0        1957       11.81303
## 559             2            5      1306       0        2000       11.93819
## 560             3            6      1478       0        1960       11.96718
## 561             2            5      1142       0        1958       11.63956
## 562             3            6      1268       0        1950       11.79810
## 563             2            6      1040       0        1950       11.43928
## 564             2            6      1040       0        1950       11.40756
## 565             3            6      1041       0        1958       11.75979
## 566             2            4       732       0        1952       11.68604
## 567             3            6      1183       0        1959       11.83501
## 568             3            6      1148       0        1959       11.79434
## 569             4            6      1461       0        1996       11.80186
## 570             4            8      1806       0        1964       11.88276
## 571             2            4       941       0        1978       11.88449
## 572             3            6      1045       0        1963       11.75194
## 573             2            5       894       0        1962       11.60368
## 574             3            5      1224       0        2004       11.65269
## 575             2            5      1230       0        1981       11.60824
## 576             3            6      1378       0        1998       11.76679
## 577             4           12      1944       0        1950       11.54733
## 578             3            6      1306       0        2003       11.77529
## 579             3            7      1464       0        2002       11.76757
## 580             3            7      1558       0        1950       11.91839
## 581             4            8      1701       0        1950       11.45688
## 582             4           10      1960       0        1952       11.73206
## 583             3            6      1389       0        1992       11.81303
## 584             3            6      1447       0        1950       11.54248
## 585             3            6      1328       0        1970       11.77144
## 586             3            7      1387       0        1954       11.44035
## 587             2            5       861       0        1950       11.28978
## 588             2            4       886       0        1996       11.42191
## 589             2            5       792       0        1950       11.50791
## 590             3            7      1510       0        1950       11.37939
## 591             2            5      1284       0        1950       11.60824
## 592             2           11      2138       0        1965       11.57119
## 593             4            8      2640       0        2003       12.49117
## 594             3            8      2007       0        1950       11.98293
## 595             3            5      1288       0        2007       11.68688
## 596             4            8      1742       0        1986       12.03172
## 597             3            7      1482       0        1988       11.87060
## 598             2            7      1869       0        1996       11.73527
## 599             3            6      1480       0        1950       11.68688
## 600             4            8      1521       0        2002       11.89478
## 601             3            6      1576       0        2004       12.31717
## 602             3            6      1432       0        1950       11.91170
## 603             3            5      1548       0        2007       12.23077
## 604             3            7      1654       0        1982       11.82774
## 605             2            4       952       0        1950       11.70355
## 606             3            6      1324       0        1950       11.75979
## 607             2            4      1176       0        2000       11.81229
## 608             3            5      1348       0        1997       11.66993
## 609             4            6      1412       0        1950       11.79434
## 610             3            6      1142       0        1950       11.44035
## 611             2            4       904       0        2004       11.68688
## 612             3            5      1539       0        1950       11.86005
## 613             3            6      1573       0        1995       11.79810
## 614             2            5       875       0        1993       11.56172
## 615             3            6      1582       0        1950       11.91839
## 616             2            5      1072       0        1950       11.74800
## 617             5           10      2134       0        1994       12.27607
## 618             3            8      2019       0        1993       12.02874
## 619             3            8      1768       0        1950       11.95118
## 620             4            8      1930       0        1950       11.91170
## 621             2            5      1208       0        1950       11.54248
## 622             3            7      1427       0        2002       11.71994
## 623             6            9      1864       0        2000       11.48761
## 624             3            4      1666       0        1950       11.81303
## 625             3            7      1403       0        1965       11.66135
## 626             2            4       704       0        2001       11.39358
## 627             2            6      1152       0        1978       11.98230
## 628             3            6      1369       0        1950       11.54829
## 629             4            6      1112       0        1950       11.05089
## 630             3            5      1121       0        1963       11.84223
## 631             3            7      1683       0        1978       12.05815
## 632             3            5       899       0        2004       11.77529
## 633             3            5      1034       0        1978       11.91772
## 634             2            5       858       0        1982       11.81229
## 635             2            4       860       0        1982       11.82774
## 636             3            6      1092       0        1962       11.84223
## 637             4            8      1774       0        1961       12.01370
## 638             3            6      1138       0        1960       11.90497
## 639             4            9      2071       0        1956       12.01370
## 640             3            6      1229       0        1956       11.81303
## 641             1            4       861       0        1950       11.32055
## 642             2            7      1867       0        1993       12.15478
## 643             3            7      1689       0        1956       11.75587
## 644             2            5      1073       0        1956       11.70767
## 645             3            6      1639       0        1950       11.94730
## 646             2            4       672       0        1950       11.63514
## 647             3            5      1089       0        1954       11.73607
## 648             3            5       845       0        1957       11.33857
## 649             2            5      1049       0        1984       11.84582
## 650             2            6      1258       0        1950       11.56172
## 651             4            7      1510       0        1950       11.58989
## 652             1            4      1061       0        1991       11.99535
## 653             3            7      2196       0        1991       12.51319
## 654             3            7      1775       0        1993       12.26905
## 655             3            8      1879       0        1994       12.38798
## 656             3            8      2020       0        1995       12.38631
## 657             6            8      2787       0        2000       12.50432
## 658             6            8      2787       0        2000       12.50432
## 659             6            8      2787       0        2000       12.50432
## 660             3            7      1718       0        2008       12.60149
## 661             3            8      1630       0        2008       12.59640
## 662             3            8      1720       0        2008       12.71289
## 663             3            6      1468       0        2008       12.38798
## 664             3            7      1768       0        2007       12.26434
## 665             3            7      1838       0        2008       12.51539
## 666             2            7      1800       0        2007       12.38422
## 667             2            6      1290       0        2007       12.20607
## 668             2            5      1254       0        2008       12.30953
## 669             2            6      1232       0        2007       12.17819
## 670             3            7      1498       0        2006       12.37582
## 671             3            7      1422       0        2006       12.06105
## 672             2            5      1644       0        1989       12.52453
## 673             3            7      1759       0        1993       12.36094
## 674             3            6      1040       0        1996       11.93164
## 675             3            5       990       0        1994       11.87060
## 676             3            7      1764       0        1997       12.35234
## 677             3            6      1661       0        1996       12.26434
## 678             3            5      1463       0        1998       12.24047
## 679             3            6      1097       0        1995       11.88449
## 680             3            5       990       0        1995       11.83501
## 681             3            6      1779       0        1998       12.19552
## 682             3            6      1501       0        1999       12.22588
## 683             3            6      1431       0        1999       12.16525
## 684             3            7      1772       0        1998       12.20607
## 685             3            7      1660       0        2002       12.18075
## 686             3            6      1573       0        2002       12.33271
## 687             3            6      1840       0        2001       12.34583
## 688             3            6      1430       0        2002       12.13940
## 689             3            6      1444       0        2001       12.22096
## 690             3            6      1492       0        2001       12.21106
## 691             3            5      1040       0        1978       11.72804
## 692             3            5       907       0        1978       11.84940
## 693             2            5       914       0        1979       11.81229
## 694             3            5      1040       0        2008       11.92172
## 695             3            6       864       0        2005       11.82408
## 696             3            5      1268       0        1989       11.87409
## 697             3            5       864       0        1972       11.80186
## 698             2            6       894       0        1972       11.71994
## 699             2            5       768       0        2003       11.80485
## 700             2            5       768       0        2007       11.79810
## 701             3            6      1611       0        2002       12.42922
## 702             4            8      2184       0        2003       12.44804
## 703             3            7      1788       0        2001       12.37370
## 704             3            7      1872       0        2001       12.47419
## 705             3            8      2153       0        2000       12.65396
## 706             3            6      1725       0        2002       12.19854
## 707             3            6      1870       0        2001       12.25961
## 708             2            5      1513       0        2000       12.30138
## 709             3            6      1504       0        1996       12.22096
## 710             3            7      1828       0        2003       12.54076
## 711             3            7      1417       0        1998       12.25486
## 712             3            8      2034       0        1998       12.29911
## 713             2            7      1716       0        1996       12.16003
## 714             3            6      1212       0        2001       12.08954
## 715             3            6      1630       0        2001       12.26905
## 716             1            4       848       0        2004       11.87757
## 717             1            4       848       0        2003       11.84940
## 718             3            7      1602       0        2007       12.58861
## 719             3            7      1728       0        2004       12.15478
## 720             3            6      1500       0        2004       12.15478
## 721             3            7      1476       0        2005       12.06393
## 722             3            6      1396       0        2007       12.04355
## 723             2            5      1126       0        2003       11.58989
## 724             3            7      1486       0        1999       12.02575
## 725             2            3       816       0        1958       11.51293
## 726             4            7      1922       0        2003       12.19854
## 727             3            6      1426       0        1977       11.97980
## 728             3            8      1698       0        2008       12.67608
## 729             2            5      1072       0        2006       11.88793
## 730             2            4       698       0        2008       11.67844
## 731             3            5       876       0        1959       11.35041
## 732             2            4       864       0        1950       11.51192
## 733             6           10      1678       0        1959       11.69441
## 734             3            7      1196     800        2000       11.60824
## 735             3            6      1298       0        1950       11.71178
## 736             3            7      1489       0        1950       11.84582
## 737             5           12      3082       0        1970       12.19096
## 738             3            6      1242       0        1950       11.56172
## 739             3            6      1232       0        2000       11.90158
## 740             3            7      1608       0        1990       11.83102
## 741             3            6      1135       0        2007       11.95118
## 742             3            9      1913       0        1950       12.08391
## 743             3            6      1477       0        1950       11.88449
## 744             3            6      1228       0        1990       11.82774
## 745             3            9      2080       0        2004       12.36308
## 746             3            7      1494       0        1950       12.08673
## 747             2            5      1273       0        1960       11.95118
## 748             2            5       964       0        2006       12.00457
## 749             3            7      1343       0        1950       11.95054
## 750             5           13      2480       0        1950       12.23077
## 751             2            6      1112       0        1954       11.88311
## 752             3            7      1564       0        1950       12.06968
## 753             3            6      1561       0        1960       12.17045
## 754             3            6      1152       0        2004       11.97351
## 755             3            6      1906       0        1954       12.31940
## 756             2            5      1032       0        1980       11.65269
## 757             2            5      1229       0        1992       11.82774
## 758             2            5      1229       0        1980       11.70355
## 759             2            5      1229       0        1980       11.72804
## 760             3            6      1982    1500        1986       12.24529
## 761             3            5      1680       0        2007       12.31043
## 762             3            6      1344       0        1997       11.89819
## 763             5           11      2168       0        1993       11.71994
## 764             3            6      1192       0        1950       11.26446
## 765             3            7      2052       0        2001       12.43321
## 766             3            7      1710       0        2005       12.38839
## 767             3            7      1961       0        2002       12.27839
## 768             2            5       926       0        1977       11.96049
## 769             2            5      1287       0        1977       12.06105
## 770             4            8      1734       0        1977       11.74404
## 771             3            6      1217       0        1991       12.06105
## 772             2            6      1620       0        2008       12.66191
## 773             3            9      2036       0        2008       12.92391
## 774             3            7      1641       0        2008       12.66508
## 775             3            7      1466       0        2007       12.21106
## 776             3            6      1412       0        1988       12.07254
## 777             3            7      2237    2500        2006       12.22588
## 778             2            6      1296       0        2002       12.30138
## 779             2            8      1838       0        2006       12.66033
## 780             2            7      1978       0        2007       12.95984
## 781             3            6      1008       0        1968       11.84582
## 782             2            5      1204       0        1998       11.99535
## 783             2            5      1224       0        1999       12.01370
## 784             2            5       988       0        1973       11.41861
## 785             3            5       874     600        1968       11.77529
## 786             1            3       630       0        2002       11.36210
## 787             3            7      1404       0        2000       11.98293
## 788             1            3       630       0        1970       11.28978
## 789             3            6      1344       0        2008       11.48247
## 790             3            6      1092       0        1970       11.38509
## 791             2            4       796       0        1972       11.78980
## 792             2            5      1091     700        1996       11.78486
## 793             1            4      1110       0        1978       12.01673
## 794             3            5       833       0        1985       11.62625
## 795             2            5       883       0        1993       11.91170
## 796             1            5      1362     700        1995       11.87060
## 797             3            6      1287       0        1992       11.77529
## 798             2            5      1567       0        1977       12.18587
## 799             4            7      1632       0        1969       12.06105
## 800             4            7      2117       0        1970       12.37792
## 801             4            9      2112       0        1969       12.23999
## 802             3            7      1604       0        1998       12.14153
## 803             3            7      1470       0        1996       12.01370
## 804             3            7      1604       0        1998       12.18332
## 805             3            7      1638       0        1998       12.16525
## 806             3            7      1636       0        1996       12.06105
## 807             3            7      1384       0        1997       12.08898
## 808             3            6      1446       0        1997       12.07254
## 809             0            5      1593       0        2002       12.56375
## 810             2            5      1337       0        1993       12.10071
## 811             2            5      1280       0        1992       12.10071
## 812             3            7      1604       0        1998       12.10625
## 813             3            7      1633       0        1998       12.11724
## 814             3            8      1658       0        1996       12.14420
## 815             3            7      1895     500        1996       12.17819
## 816             3            7      1709       0        1991       12.12811
## 817             2            5      1228       0        1989       12.14950
## 818             2            5      1337       0        1989       12.14685
## 819             5            9      2500       0        2005       12.77987
## 820             4           11      2504       0        2007       12.69158
## 821             2            7      1884       0        2004       12.86618
## 822             2            6      1710       0        2007       12.71890
## 823             3            6      1488       0        1950       11.79810
## 824             3            7      2093       0        1991       12.27839
## 825             2            6      1688       0        1988       12.33050
## 826             3            7      1422       0        1981       12.07539
## 827             3            6      1260       0        1983       12.11121
## 828             3            7      2064       0        1978       12.36734
## 829             3            6      1782       0        1979       12.30138
## 830             4           11      2872       0        1995       12.51356
## 831             3            6      1211       0        1976       11.98916
## 832             3            7      1308       0        1969       11.89751
## 833             2            5      1444       0        1976       11.98230
## 834             4            8      1964       0        1976       12.23077
## 835             3            5      1178       0        2000       11.96400
## 836             4            9      2340       0        1996       12.63134
## 837             4            8      1792       0        1974       11.79810
## 838             3            6      1054       0        1969       11.92504
## 839             2            4       936       0        1969       11.62536
## 840             3            5       864       0        1971       11.71994
## 841             3            5       864       0        1972       11.61954
## 842             2            5       987       0        1973       11.54636
## 843             2            5       987       0        1973       11.51293
## 844             2            5       987       0        1972       11.51791
## 845             2            5       987       0        1970       11.57119
## 846             2            5       987       0        1971       11.40199
## 847             3            6      1302       0        1972       11.62402
## 848             4            7      1456       0        1975       11.87060
## 849             2            4      1055       0        1977       11.90834
## 850             3            5       892       0        1966       11.60824
## 851             4            9      2464       0        2007       12.94204
## 852             2            7      1950       0        2007       12.85579
## 853             4           10      2790       0        2006       13.03898
## 854             3            9      2331       0        2005       12.84529
## 855             4           10      2088       0        2007       12.42922
## 856             4            9      2332       0        2004       12.66350
## 857             1            7      2470       0        2003       13.32938
## 858             3           10      2668       0        2004       12.92999
## 859             3            8      2046       0        2004       12.55673
## 860             2            7      1575       0        2004       12.55673
## 861             4           10      2649       0        2002       12.95098
## 862             4            9      2690       0        2003       12.82126
## 863             2            6      1367       0        2005       12.16525
## 864             1            6      1518       0        2004       12.52088
## 865             2            6      1684       0        2005       12.49125
## 866             2            6      1342       0        2007       12.36414
## 867             2            6      1342       0        2007       12.29911
## 868             2            6      1626       0        2004       11.95118
## 869             2            6      1626       0        2004       11.94471
## 870             2            6      1358       0        2004       12.24047
## 871             2            6      1455       0        2003       12.18075
## 872             2            7      1576       0        2004       12.30134
## 873             2            7      1504       0        2006       12.16003
## 874             2            6      1266       0        2007       11.98227
## 875             3            8      1515       0        2004       12.09514
## 876             3            8      1593       0        2004       12.17045
## 877             2            5      1166       0        2005       12.15478
## 878             3            8      1456       0        2005       12.07824
## 879             3            7      1720       0        2003       12.14420
## 880             4            9      1986       0        2003       12.26905
## 881             3            8      1792       0        2000       12.13619
## 882             3            8      1892       0        2001       12.33160
## 883             3            8      1490       0        2005       12.12269
## 884             3            6      1414       0        2002       12.07824
## 885             4            8      2322       0        2000       12.32386
## 886             3            7      1651       0        1999       12.13296
## 887             3            9      2199       0        1997       12.55849
## 888             4            8      2630       0        1998       12.66033
## 889             4            9      2198       0        2000       12.42922
## 890             4            8      2172       0        2000       12.58108
## 891             2            5      2006       0        1998       12.76569
## 892             4           12      2125       0        1997       12.54076
## 893             4            9      2501       0        1995       12.57764
## 894             2            7      2113       0        1995       12.76569
## 895             3            9      2418       0        1994       12.73964
## 896             4            9      2197       0        1994       12.56898
## 897             3            5      2127       0        1994       12.50987
## 898             2            7      1987       0        1994       12.61653
## 899             4            9      1933       0        2007       12.27373
## 900             3            7      1574       0        2006       12.35449
## 901             3            7      1578       0        2006       12.38839
## 902             3            6      1563       0        2007       12.40901
## 903             3            7      1861       0        2007       12.45683
## 904             3            6      1460       0        2007       12.41714
## 905             3            7      1768       0        2005       12.33138
## 906             3            9      1992       0        2004       12.42922
## 907             3            9      1958       0        2005       12.42922
## 908             3            7      1665       0        2007       12.23539
## 909             3            7      1660       0        2007       12.45293
## 910             3            7      1728       0        2003       12.24289
## 911             3            6      1080       0        2005       11.85652
## 912             3            7      1696       0        2003       12.14420
## 913             3            8      1663       0        2004       12.16785
## 914             3            6      1175       0        2006       11.89136
## 915             3            6      1114       0        2004       11.97666
## 916             3            6      1114       0        2004       11.95118
## 917             3            6      1640       0        2004       12.06105
## 918             3            6      1162       0        2007       12.04355
## 919             3            6      1609       0        1995       12.11176
## 920             3            7      1680       0        1994       12.00151
## 921             3            7      1679       0        1998       12.17303
## 922             3            6      1657    2000        1995       12.14950
## 923             3            7      1677       0        2001       12.15741
## 924             3            7      1737       0        1992       12.07254
## 925             3            6      1294       0        1991       12.09626
## 926             3            7      1710       0        1993       12.13886
## 927             2            5      1617       0        1994       12.17045
## 928             2            5      1199       0        1993       11.94406
## 929             3            5       984     400        1963       11.75979
## 930             2            4       912       0        1962       11.87757
## 931             3            5       864       0        2007       11.81303
## 932             3            5       890       0        1968       11.65269
## 933             3            5       912       0        1996       11.86358
## 934             3            6      1430       0        1974       12.16525
## 935             4            5      1641       0        1972       11.84940
## 936             4            9      2683       0        1991       12.57764
## 937             4           10      2786       0        1994       12.82799
## 938             2            5      1391       0        2004       12.18587
## 939             2            5      1250       0        2007       12.05467
## 940             1            5      1245       0        2005       12.08954
## 941             2            5      1200       0        2005       12.01370
## 942             3            6      1501       0        1999       12.09737
## 943             3            6      1549       0        1999       12.06047
## 944             2            5      1638       0        2000       12.61154
## 945             1            5      1310       0        2001       12.56024
## 946             2            5      1419       0        2001       12.57764
## 947             2            5      1557       0        2000       12.62807
## 948             2            4      1252       0        2000       11.98293
## 949             3            5      1404       0        2000       12.04355
## 950             3            7      1789       0        2001       12.31493
## 951             3            7      1586       0        1999       12.04355
## 952             3            7      1607       0        2000       12.20607
## 953             2            7      2393       0        1999       12.75130
## 954             1            4      1288       0        1996       12.41105
## 955             1            4      1239       0        1995       12.28995
## 956             1            6      1719       0        1993       12.68850
## 957             3            6      1232       0        1984       11.99843
## 958             3            9      2944       0        1977       11.91839
## 959             3            6      1671       0        2007       12.57764
## 960             3            7      1812       0        2002       12.23077
## 961             3            7      1682       0        1970       12.06681
## 962             4            7      1427       0        1969       12.11724
## 963             4            8      1740       0        1968       11.91839
## 964             4            8      1620     450        1967       12.27839
## 965             4            8      1625       0        1965       11.85296
## 966             4            9      2614       0        1997       12.38839
## 967             4            7      1464       0        1968       11.85652
## 968             2            5       912       0        2008       11.89819
## 969             3            5       925       0        2005       11.81303
## 970             6           10      1728       0        1965       11.88449
## 971             6           10      1728       0        1965       11.86780
## 972             4            8      1656       0        1973       11.81303
## 973             4            7      1670       0        1971       12.04355
## 974             4           11      2715       0        1996       12.61087
## 975             4            8      1876       0        1974       12.12811
## 976             4            7      1632       0        2000       12.06105
## 977             3            6       999       0        2007       12.09178
## 978             4            9      1978       0        1968       12.07824
## 979             2            6      1014       0        1956       11.49272
## 980             3            5       907       0        1957       11.59918
## 981             2            4       952       0        1956       11.81857
## 982             3            6      1128       0        1963       11.95118
## 983             3            7      1425       0        1964       12.10349
## 984             3            6      1165       0        1966       12.07197
## 985             3            5      1136       0        1965       11.84940
## 986             3            6      1092       0        1964       11.88449
## 987             3            6      1265       0        1999       12.10016
## 988             3            6      1350       0        1964       12.03469
## 989             3            5      1053       0        2006       11.88793
## 990             3            7      1252       0        1959       11.86358
## 991             3            6      1100       0        1960       11.85652
## 992             3            6      1118       0        2000       11.93819
## 993             2            4       720       0        1950       11.19134
## 994             2            5      1077       0        1950       11.67844
## 995             2            5       906       0        1950       11.37366
## 996             3            6      1496       0        1960       11.86005
## 997             3            7      1337       0        2006       11.86005
## 998             3            8      1661       0        1996       12.01673
## 999             3            5      1036       0        1953       11.63426
## 1000            4            8      1820       0        1988       12.21503
## 1001            3            6      1362       0        1961       12.00151
## 1002            3            6      1144       0        1961       11.84904
## 1003            3            6      1431       0        1962       12.01370
## 1004            4            9      1988       0        1999       12.33271
## 1005            3            6      1098       0        1955       11.81303
## 1006            3            6      1144       0        1963       11.72804
## 1007            3            6      1283       0        1980       11.84940
## 1008            3            6      1176       0        1957       11.82408
## 1009            2            7      1440       0        1998       12.12811
## 1010            3            6      1261    1400        1958       12.00151
## 1011            3            5      1570       0        1958       12.02455
## 1012            2            6      1196       0        1956       11.84223
## 1013            3            6      1392       0        1957       12.01974
## 1014            3            5      1080       0        1958       11.82041
## 1015            3            5      1104       0        1958       11.79810
## 1016            2            4       882       0        1952       11.66135
## 1017            3            6      1152       0        1953       11.83138
## 1018            2            5       950       0        1953       11.77529
## 1019            3            6      1790    1500        1957       12.10071
## 1020            5            9      1824       0        1957       11.89136
## 1021            1            3       869       0        1950       11.40645
## 1022            3            5      1159       0        1950       11.64395
## 1023            3            6      1558       0        1950       11.84940
## 1024            2            4       672       0        2005       11.37251
## 1025            3            7      1436       0        1950       11.84223
## 1026            3            7      1294       0        2000       11.57355
## 1027            4            8      1716       0        1962       12.04942
## 1028            3            5      1044     450        1968       11.84223
## 1029            3            6      1312    6500        2001       12.13350
## 1030            2            5      1253       0        1960       11.96400
## 1031            3            5      1081       0        1993       11.90497
## 1032            4            9      2069       0        2007       12.39669
## 1033            3            5       910       0        1996       11.66135
## 1034            3            6      1256       0        1959       11.97666
## 1035            3            6      1027       0        1962       11.74324
## 1036            3            6      1269       0        1960       11.95118
## 1037            3            5      1320       0        1950       11.83501
## 1038            2            4       984       0        1954       11.63071
## 1039            2            4       832       0        1954       11.56647
## 1040            4            6      1278       0        1954       11.75587
## 1041            3            6      1588       0        1967       11.91839
## 1042            2            4       825       0        1954       11.60368
## 1043            4            8      1796       0        1963       11.84940
## 1044            4            7      1611       0        1964       12.03112
## 1045            3            6      1117       0        1963       11.82679
## 1046            2            4       764       0        2004       11.19821
## 1047            3            8      1539       0        2002       11.96718
## 1048            3            6      1323       0        2005       11.71668
## 1049            2            6      1360       0        2003       11.61729
## 1050            2            4       672       0        1950       11.06664
## 1051            4            7      1456       0        2005       11.84582
## 1052            3            9      1594       0        1996       11.67844
## 1053            2            6      1740       0        1950       11.71382
## 1054            2            5      1027       0        2006       11.69525
## 1055            3            8      1436       0        1950       11.95118
## 1056            2            5       899       0        1950       11.26446
## 1057            3            5      1080       0        1996       11.46163
## 1058            2            6      1122       0        2005       11.89819
## 1059            3            5      1499       0        1950       11.84940
## 1060            3            5       928       0        1957       11.63071
## 1061            2            4       901       0        2000       11.58896
## 1062            3           10      3493       0        2002       12.59473
## 1063            4           10      1627       0        2006       11.84582
## 1064            4            7      1416       0        1950       11.94406
## 1065            3            7      1450       0        1965       11.79056
## 1066            2            5      1017       0        2003       11.64395
## 1067            4           10      2350       0        1960       11.77529
## 1068            3            8      2058       0        1950       11.77144
## 1069            3            7      1540       0        2005       11.77066
## 1070            3            7      1378       0        2005       11.98916
## 1071            3            7      1912       0        2000       12.00151
## 1072            3            9      1484       0        2001       11.75979
## 1073            4            8      2358       0        1987       11.71178
## 1074            2            5      1111       0        1950       11.66907
## 1075            3            9      2775       0        2000       12.69158
## 1076            5           10      2495       0        1999       12.12269
## 1077            2            5       984       0        1959       11.60824
## 1078            4            7      1795       0        1954       11.78676
## 1079            2            4       882       0        1956       11.48247
## 1080            2            5      1093       0        2006       11.65703
## 1081            2            5      1143       0        1983       11.83501
## 1082            2            4       935     600        1960       11.28351
## 1083            3            6      1738       0        1950       11.93819
## 1084            2            5       784       0        1950       11.60368
## 1085            3            6      1210       0        2006       11.72804
## 1086            3            6      1290     400        2000       11.57965
## 1087            3            6      1672       0        1989       12.01309
## 1088            2            5       949       0        2003       11.68688
## 1089            3            5      1158       0        1950       11.69525
## 1090            3            5      1497       0        2000       11.96400
## 1091            2            7      1342       0        1950       11.56172
## 1092            3            6      1013       0        1950       11.63514
## 1093            3            6      1216       0        1997       11.65269
## 1094            2            6      1136       0        1950       11.71994
## 1095            3            8      1573       0        1992       12.00089
## 1096            4            7      1902       0        1950       11.72400
## 1097            3            6      1362       0        1999       11.75979
## 1098            1            4       520       0        1950       11.13459
## 1099            4            8      1848       0        2000       12.24047
## 1100            4            8      1820       0        1950       12.12269
## 1101            4            8      1716       0        2004       11.99843
## 1102            3            8      1505       0        1982       11.88449
## 1103            2            5       838       0        2000       11.77529
## 1104            5            8      1984    1000        1983       11.98293
## 1105            3            7      1666       0        1996       11.98916
## 1106            3            7      1609       0        1950       11.75587
## 1107            1            4       768       0        1950       11.44945
## 1108            2            6      1308       0        1978       11.69525
## 1109            2            5      1040       0        1992       11.75587
## 1110            3            6      1236       0        1950       11.75194
## 1111            3            6      1406       0        1950       11.40199
## 1112            2            4       825       0        1995       11.73607
## 1113            1            5       759       0        1991       11.35041
## 1114            3            8      1344       0        1950       11.31904
## 1115            3            7      1469       0        1995       11.81303
## 1116            3            5      1211       0        1968       11.80560
## 1117            4            7      1271       0        1950       11.81303
## 1118            4            6      1355       0        1999       11.75587
## 1119            3            5      1040       0        1965       11.77144
## 1120            3            6      1096       0        1978       11.96718
## 1121            3            6       992     600        2005       11.88449
## 1122            3            5       894       0        2003       11.77529
## 1123            3            6      1034       0        1978       11.93819
## 1124            3            6      1073       0        1967       11.69525
## 1125            2            5      1126       0        1984       11.93164
## 1126            3            5      1006       0        1959       11.28978
## 1127            3            6      1228       0        2006       11.91405
## 1128            3            6       960       0        2003       11.88380
## 1129            1            4      1188       0        1956       12.12811
## 1130            3            6      1383       0        1954       12.01370
## 1131            1            4      1252       0        1975       12.36734
## 1132            2            4       672       0        1997       11.58989
## 1133            3            5       904       0        1970       11.87757
## 1134            2            6      1291       0        1997       12.06105
## 1135            4            8      2022       0        1977       12.16525
## 1136            3            7      1524       0        1979       12.40901
## 1137            2            5      1357       0        2006       12.08391
## 1138            2            5      1079       0        1950       11.74086
## 1139            3            5      1094       0        1953       11.95118
## 1140            5           10      2358       0        1997       12.38839
## 1141            2            5      1518       0        2007       12.46844
## 1142            4            8      1674       0        1950       12.12811
## 1143            4            7      2108       0        1986       12.36734
## 1144            3            6      1509       0        1956       11.98230
## 1145            2            4       864       0        1975       11.50892
## 1146            3            7      1269       0        2001       11.80932
## 1147            4            7      1367       0        1950       11.68688
## 1148            3            5      1347       0        1991       11.58525
## 1149            3            5      1164       0        1950       11.73607
## 1150            2            5      1096       0        1950       11.27720
## 1151            3            5      1111       0        1950       11.46163
## 1152            4           10      2329       0        1990       12.47717
## 1153            4            9      2814       0        2002       12.46844
## 1154            3            7      1626       0        1994       12.33050
## 1155            4            9      2200       0        1994       12.32386
## 1156            3            8      2037       0        1996       12.34148
## 1157            3            7      1615       0        2007       12.42320
## 1158            3            9      2097       0        1993       12.33710
## 1159            3            6      1511       0        1995       12.32386
## 1160            2            6      1643       0        1966       12.18075
## 1161            4            8      1688     400        1997       12.20607
## 1162            3            5       990       0        1994       11.95118
## 1163            3            6      1099       0        2006       11.87757
## 1164            3            5       990       0        1995       11.88449
## 1165            3            5      1418       0        1998       12.32829
## 1166            3            6      1771       0        1997       12.28164
## 1167            3            6      1652       0        2000       12.24289
## 1168            3            8      1724       0        1999       12.14420
## 1169            3            6      1479       0        2000       12.16003
## 1170            3            6      1494       0        2002       12.30592
## 1171            3            7      1792       0        2001       12.35234
## 1172            3            6      1823    4500        2001       12.36734
## 1173            3            6      1786       0        2002       12.31717
## 1174            3            5       938       0        1980       11.77721
## 1175            3            6       985       0        1977       11.91772
## 1176            3            5      1174       0        1978       11.97035
## 1177            3            5      1026       0        1978       11.89819
## 1178            3            5       924       0        1975       11.60824
## 1179            3            5       864       0        1972       11.75194
## 1180            2            4       780       0        1972       11.73527
## 1181            3            7      1795       0        2002       12.34583
## 1182            3            7      2031       0        2002       12.37582
## 1183            3            7      1865       0        2000       12.36734
## 1184            3            8      2161       0        2001       12.34801
## 1185            3            7      1852       0        2000       12.34583
## 1186            3            8      2031       0        1999       12.31268
## 1187            3            7      2263       0        2002       12.56724
## 1188            3            7      1947       0        2002       12.52088
## 1189            3            6      1786       0        2003       12.61154
## 1190            4            9      2290       0        2002       12.45254
## 1191            3            8      1768       0        2003       12.32341
## 1192            4            9      2327       0        2003       12.38839
## 1193            3            6      1640       0        2003       12.11724
## 1194            3            7      1764       0        2000       12.24047
## 1195            4            8      1908       0        1995       12.25486
## 1196            1            3       848       0        2003       11.82408
## 1197            1            3       848       0        2004       11.88449
## 1198            3            7      1493       0        1998       12.24961
## 1199            3            7      1536       0        2003       12.27373
## 1200            3            8      1710       0        2003       12.24769
## 1201            3            6      1445       0        2004       12.13619
## 1202            3            8      1436       0        2004       12.25486
## 1203            3            6      1582       0        2004       12.13296
## 1204            3            7      1234       0        2007       12.10016
## 1205            3            6      1564       0        2007       12.29608
## 1206            3            6      1361       0        2007       12.17045
## 1207            3            7      1456       0        2005       12.14950
## 1208            1            3       848       0        2004       11.91371
## 1209            1            3       848       0        2004       11.85652
## 1210            1            3       848       0        2004       11.91170
## 1211            1            4       848       0        2004       11.88103
## 1212            2            4       796       0        1950       11.35041
## 1213            4            9      2200       0        2003       11.89068
## 1214            3            6      1256       0        1965       11.90158
## 1215            3            6      1033       0        1976       12.01370
## 1216            3            6      1127       0        1976       11.81303
## 1217            3            6       996       0        1969       11.58989
## 1218            3            6      1181       0        1972       11.83138
## 1219            3            7      1656       0        2004       12.01612
## 1220            3            6      1117       0        1977       11.89819
## 1221            3            6      1398       0        2001       11.98605
## 1222            2            5      1132       0        2005       12.07824
## 1223            5           11      3820       0        1996       12.55919
## 1224            2            5      1072       0        2005       11.90497
## 1225            2            6      1152       0        1955       11.31447
## 1226            2            6      1152       0        1955       11.31447
## 1227            4            8      1440       0        1955       11.67844
## 1228            2            6      1152       0        1955       11.32055
## 1229            2            4       784       0        1955       11.42846
## 1230            2            5      1053       0        2007       11.69525
## 1231            2            5       930    3000        1953       11.50288
## 1232            3            6      1200       0        1995       11.77913
## 1233            4            7      1470       0        1972       11.81303
## 1234            3            8      1393       0        1955       11.81673
## 1235            3            6      1292       0        2008       11.58989
## 1236            2            5       864       0        1950       11.49272
## 1237            2            5       864       0        1950       11.11245
## 1238            6            9      1716       0        2000       11.81967
## 1239            4            7      1482       0        1950       11.84940
## 1240            4            8      2192       0        1997       12.09793
## 1241            4            7      1694       0        1950       11.82408
## 1242            2            7      1424       0        1950       12.03172
## 1243            4            8      2601       0        1998       12.14950
## 1244            2            6      1316       0        1950       11.88449
## 1245            4            8      1680       0        1976       12.08391
## 1246            3            6      1264     400        1995       11.90158
## 1247            2            4       790       0        1950       11.41861
## 1248            3            7      1512       0        1997       12.35017
## 1249            4            7      1603       0        1950       11.83501
## 1250            3            6      1502       0        2000       11.91170
## 1251            3            6      1660       0        1995       12.14791
## 1252            3            6      1374       0        1950       11.60824
## 1253            2            5      1091       0        1951       11.55215
## 1254            4           11      3447       0        1997       12.85055
## 1255            3            8      1954       0        2006       12.64915
## 1256            3            8      2161       0        2000       12.48143
## 1257            3            7      1898       0        1956       12.37370
## 1258            3            7      1640       0        2006       12.31940
## 1259            2            5      1032       0        1980       11.66565
## 1260            3            6      1556       0        1980       11.92504
## 1261            2            5       919       0        1998       11.74404
## 1262            3            5      1090       0        2006       11.69525
## 1263            2            5       796       0        1950       10.91509
## 1264            2            5       816       0        2007       11.69941
## 1265            2            4       778       0        1955       11.69941
## 1266            4            7      1200       0        1950       11.68688
## 1267            2            5       912       0        1995       11.50791
## 1268            4            7      1955       0        1958       12.01673
## 1269            2            5      1646       0        2005       12.42922
## 1270            2            5      1646       0        2005       12.52453
## 1271            3            7      2032       0        1997       12.61154
## 1272            3            7      1689       0        2002       12.50987
## 1273            3            8      1820       0        1997       12.26905
## 1274            3            6      1118       0        1977       12.04942
## 1275            3            6      1279       0        1977       12.05234
## 1276            3            6      1689       0        1991       12.33929
## 1277            2            6      1501       0        1986       12.39462
## 1278            3            8      1537       0        2007       12.59134
## 1279            3            6      1442       0        2007       12.05815
## 1280            3            7      1394       0        2007       12.02874
## 1281            3            8      1495       0        1989       11.91839
## 1282            3            6      1256       0        1986       12.10071
## 1283            3            7      1440       0        2003       12.35665
## 1284            3            6      1675       0        2000       12.18075
## 1285            4           10      2262       0        2003       12.62807
## 1286            3            7      1728       0        2007       12.60737
## 1287            3            7      1964       0        2006       12.82126
## 1288            2            4      1189       0        1997       11.98605
## 1289            3            6      1200       0        1964       12.06105
## 1290            3            6      1040       0        1975       11.72804
## 1291            3            4      1304       0        1976       11.65269
## 1292            4            6      1475       0        1976       11.77144
## 1293            2            5       988       0        2006       11.56172
## 1294            1            4       988       0        1973       11.46058
## 1295            3            6      1160     500        1968       11.93492
## 1296            3            6      1092       0        2007       11.49272
## 1297            1            3       630       0        1972       11.30220
## 1298            2            4       988       0        1954       11.63514
## 1299            2            4       816       0        1983       11.76368
## 1300            3            5       923       0        1985       11.69107
## 1301            3            5       816       0        2008       11.77913
## 1302            2            4       816       0        2003       11.83501
## 1303            3            6       845       0        2005       11.80932
## 1304            3            6       889       0        1984       11.83138
## 1305            3            7      1587       0        1971       12.02754
## 1306            2            5      1277       0        1970       12.02575
## 1307            3            8      2223       0        1973       12.40492
## 1308            4            8      2217       0        1970       12.49874
## 1309            3            7      1733       0        2003       12.32386
## 1310            3            7      1572       0        1996       12.03172
## 1311            3            6      1470       0        1997       12.08391
## 1312            3            7      1600       0        1997       12.03765
## 1313            3            7      1384       0        1997       11.99226
## 1314            2            6      1652       0        2000       12.43321
## 1315            3            7      1694       0        1994       11.98293
## 1316            3            6      1553       0        1996       12.09374
## 1317            3            6      1253       0        1996       12.07824
## 1318            5            7      2299       0        2003       12.22588
## 1319            3            6      1187       0        1993       11.98293
## 1320            3            7      1472       0        1992       11.98293
## 1321            3            7      1482       0        1992       12.00701
## 1322            3            7      1642       0        1994       12.03172
## 1323            2            5      1088       0        1986       12.04355
## 1324            2            5      1179       0        1988       12.11176
## 1325            1            4      1321       0        1990       12.26434
## 1326            3            8      1922       0        2006       12.84113
## 1327            4           10      2541       0        2005       12.76359
## 1328            2            6      1612       0        2006       12.67576
## 1329            1            7      2234       0        2006       12.99890
## 1330            3            7      1440       0        1981       12.11669
## 1331            3            6      1479       0        2003       12.07824
## 1332            3            7      1664       0        1985       12.26905
## 1333            4            9      1930       0        1979       12.16525
## 1334            3            8      1969       0        1977       12.15478
## 1335            4            8      2030       0        1976       12.18075
## 1336            3            6      1032     500        1978       11.90497
## 1337            3            6      1177       0        1984       11.92834
## 1338            3            6      1725       0        1979       12.19096
## 1339            2            5      1353       0        1999       12.16707
## 1340            2            6      1220       0        1971       12.04355
## 1341            3            7      1484       0        1971       12.07254
## 1342            3            7      1743       0        1968       12.07254
## 1343            3            7      1935       0        1976       12.19552
## 1344            3            5      1324       0        1976       12.06681
## 1345            4            8      1877       0        1974       12.09458
## 1346            3            5      1109       0        2005       11.84223
## 1347            3            5       981       0        1971       11.87235
## 1348            4            7      1479       0        2004       12.12269
## 1349            3            5       914       0        2002       11.79810
## 1350            3            5       950       0        1971       11.69107
## 1351            3            5       872       0        1971       11.71994
## 1352            2            4       858       0        1971       11.60824
## 1353            2            4       914       0        1961       11.75979
## 1354            3            5       864       0        1971       11.69941
## 1355            1            4       767       0        1998       11.79810
## 1356            2            5      1337       0        2001       11.95118
## 1357            2            5      1337       0        1998       12.08391
## 1358            3            6      1092       0        1973       11.63956
## 1359            3            7      1218       0        1973       11.63514
## 1360            4            7      1218       0        1973       11.64132
## 1361            3            6      1302       0        1970       11.57119
## 1362            2            5       958       0        1976       11.75979
## 1363            3            7      1548       0        1976       11.95118
## 1364            2            4      1055       0        1978       11.86710
## 1365            3            5       988       0        1966       11.76950
## 1366            2            7      2046       0        2006       13.01700
## 1367            3            9      2643       0        2006       12.84793
## 1368            3            7      1634       0        2006       12.42922
## 1369            4            9      2758       0        2006       12.94324
## 1370            4            9      2473       0        2005       12.66666
## 1371            3            7      1802       0        2006       12.82665
## 1372            5           11      2956       0        2004       12.74257
## 1373            4           10      2468       0        2004       12.77705
## 1374            3            7      2385       0        2003       12.76569
## 1375            4           10      2374       0        2004       12.56024
## 1376            3            7      1614       0        2006       12.41187
## 1377            3            7      1721       0        2005       12.35750
## 1378            2            6      1362       0        2006       12.17922
## 1379            1            5      1302       0        2006       12.20607
## 1380            2            6      1362       0        2006       12.24047
## 1381            2            6      1554       0        2006       12.25248
## 1382            2            6      1554       0        2006       12.25248
## 1383            2            6      1370       0        2006       12.21850
## 1384            2            6      1577       0        2005       12.54254
## 1385            2            6      1561       0        2005       12.53358
## 1386            2            6      1405       0        2003       12.20607
## 1387            3            6      1536       0        2006       12.07824
## 1388            3            6      1326    2000        2005       12.22096
## 1389            2            7      1589       0        2003       12.33050
## 1390            3            7      1530       0        2004       12.46458
## 1391            2            5      1119       0        2005       12.14685
## 1392            3            8      1374       0        2004       12.07254
## 1393            4            8      1959       0        2005       12.27839
## 1394            3            7      1720       0        2004       12.11997
## 1395            3            7      1394       0        2003       12.01673
## 1396            4            8      1948       0        2003       12.25961
## 1397            4            8      1995       0        2002       12.29911
## 1398            3            7      1647       0        2000       12.07254
## 1399            3            8      1430       0        2000       12.04355
## 1400            3            6      1320       0        2003       11.99535
## 1401            3            7      1690       0        2000       12.13886
## 1402            3            7      1644       0        2000       12.12811
## 1403            4            8      2551       0        1998       12.85970
## 1404            4            8      2285       0        2000       12.42118
## 1405            2            8      2633       0        2002       13.05301
## 1406            4            9      3078       0        1998       12.92391
## 1407            4            9      2582       0        1999       12.68386
## 1408            4            8      2385       0        1998       12.43718
## 1409            3            8      2013       0        1997       12.50540
## 1410            3            8      2398       0        1997       12.66271
## 1411            4            9      2531       0        1995       12.57764
## 1412            4           10      3228       0        1993       12.97154
## 1413            4            9      2202       0        1993       12.47991
## 1414            4            8      2538       0        1997       12.70685
## 1415            3            8      1905       0        2006       12.67608
## 1416            3            6      1464       0        2007       12.55293
## 1417            3            7      1534       0        2006       12.27839
## 1418            3            8      1636       0        2006       12.44902
## 1419            3            7      1588       0        2006       12.33271
## 1420            3            7      1538       0        2005       12.46844
## 1421            3            7      1506       0        2006       12.42521
## 1422            3            7      1694       0        2005       12.63460
## 1423            3            7      1977       0        2006       12.42922
## 1424            3            7      1830       0        2006       12.30727
## 1425            3            8      1959       0        2006       12.50618
## 1426            3            7      1656       0        2006       12.42802
## 1427            2            5      1685       0        2006       12.44114
## 1428            4            8      2466       0        2005       12.73670
## 1429            3            5      1143       0        2006       11.89819
## 1430            3            6      1094       0        2004       11.91170
## 1431            3            7      1486       0        2006       12.10625
## 1432            3            7      1721       0        1994       12.21106
## 1433            3            7      1820       0        1997       12.16395
## 1434            3            6      1349       0        2001       12.09514
## 1435            3            5      1494       0        1998       12.27839
## 1436            2            5      1575       0        1992       12.09626
## 1437            2            5      1266       0        1980       11.75979
## 1438            2            5       884       0        1983       11.87757
## 1439            4           10      2020       0        1977       11.87757
## 1440            2            5       894       0        1977       11.70148
## 1441            2            5       970       0        1963       11.79434
## 1442            3            6      1057       0        1962       11.79056
## 1443            3            6       999       0        2001       11.79434
## 1444            3            5      1120     400        1961       11.76757
## 1445            3            5      1040       0        1968       11.88449
## 1446            3            5       988       0        1961       11.76368
## 1447            3            6       902       0        1967       11.74006
## 1448            3            7      2503       0        1990       12.61154
## 1449            3            9      2167       0        2003       12.59134
## 1450            2            5      1037       0        1974       11.76757
## 1451            4            9      2810       0        1990       12.61818
## 1452            4            9      2872       0        2000       12.56024
## 1453            2            6      1378       0        2004       12.27373
## 1454            3            6      1501       0        1999       12.08108
## 1455            2            5      1458       0        1999       12.07824
## 1456            2            4      1512       0        2000       12.03469
## 1457            3            4      1573       0        2000       12.08391
## 1458            3            5      1525       0        2000       12.08391
## 1459            2            4      1102       0        2004       11.91036
## 1460            2            5      1441       0        2000       12.06681
## 1461            3            7      1950       0        1998       12.38422
## 1462            3            5      1358       0        2000       12.22588
## 1463            3            8      2048       0        2004       12.61487
## 1464            3            8      2362       0        1998       12.65236
## 1465            1            5      1494       0        1995       12.54147
## 1466            3            8      2362       0        1980       12.44902
## 1467            2            5      1432       0        1978       12.17561
## 1468            3            6      1437       0        2004       12.29225
## 1469            1            4      1295       0        1998       12.27256
## 1470            3            7      1855       0        1994       12.13886
## 1471            3            6      1262       0        1976       12.10901
## 1472            2            7      2497       0        1981       12.82933
## 1473            4           12      2620    8300        1977       12.15478
## 1474            3            7      1929       0        2001       12.32829
## 1475            3            7      1152       0        1968       11.87374
## 1476            4            8      2411       0        1970       12.38860
## 1477            3            6      1082       0        1969       11.99843
## 1478            3            6      1295       0        1968       12.00762
## 1479            3            8      1610       0        1987       12.12811
## 1480            2            6      1594       0        1993       12.14685
## 1481            3            8      2075       0        1993       12.44902
## 1482            4            8      1680       0        1976       11.82704
## 1483            3            6      1093     400        1966       11.97351
## 1484            3            6      1242       0        1973       12.07539
## 1485            3            6      1052       0        1963       11.75194
## 1486            3            5      1107       0        1993       11.75194
## 1487            3            5      1214       0        1967       11.87060
## 1488            3            6      1073       0        1965       11.95761
## 1489            6           10      1728       0        1964       11.68688
## 1490            2            8      1224       0        1964       11.54248
## 1491            2            5       958   15500        1998       11.92834
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##  [ reached 'max' / getOption("max.print") -- omitted 755 rows ]
# Set the seed on the random number generator so you get the same split every time that
# you run the code.
my.data <- subdata
set.seed(123)
my.data$u <- runif(n=dim(my.data)[1],min=0,max=1)

# Create train/test split;
train.df <- subset(my.data, u<0.70);
test.df  <- subset(my.data, u>=0.70);
names(train.df)
##  [1] "TotalFloorSF"         "HouseAge"             "QualityIndex"        
##  [4] "price_sqft"           "SalePrice"            "LotArea"             
##  [7] "BsmtFinSF1"           "HouseStyle"           "LotShape"            
## [10] "OverallQual"          "logSalePrice"         "TotalBsmtSF"         
## [13] "HouseStyle.1"         "LotShape.1"           "SaleCondition"       
## [16] "Functional"           "LotArea.1"            "SubClass"            
## [19] "LotFrontage"          "OverallCond"          "YearBuilt"           
## [22] "ExterQual"            "ExterCond"            "FirstFlrSF"          
## [25] "SecondFlrSF"          "BedroomAbvGr"         "TotRmsAbvGrd"        
## [28] "GrLivArea"            "MiscVal"              "YearRemodel"         
## [31] "logSalePrice.1"       "TotalSqftCalc"        "Style1"              
## [34] "Style2"               "Neighborhood_Blmngtn" "Neighborhood_Blueste"
## [37] "Neighborhood_BrDale"  "Neighborhood_BrkSide" "Neighborhood_ClearCr"
## [40] "Neighborhood_CollgCr" "Neighborhood_Crawfor" "Neighborhood_Edwards"
## [43] "Neighborhood_Gilbert" "Neighborhood_Greens"  "Neighborhood_GrnHill"
## [46] "Neighborhood_IDOTRR"  "Neighborhood_Landmrk" "Neighborhood_MeadowV"
## [49] "Neighborhood_Mitchel" "Neighborhood_NAmes"   "Neighborhood_NoRidge"
## [52] "Neighborhood_NPkVill" "Neighborhood_NridgHt" "Neighborhood_NWAmes" 
## [55] "Neighborhood_OldTown" "Neighborhood_Sawyer"  "Neighborhood_SawyerW"
## [58] "Neighborhood_Somerst" "Neighborhood_StoneBr" "Neighborhood_SWISU"  
## [61] "Neighborhood_Timber"  "Neighborhood_Veenker" "Zoning_FV"           
## [64] "Zoning_RH"            "Zoning_RL"            "Zoning_RM"           
## [67] "u"
train.clean <- subset(train.df, select=c("TotalFloorSF","HouseAge",
                "OverallQual","LotArea","TotalSqftCalc", "Neighborhood_Blmngtn", "Neighborhood_Blueste" ,"Neighborhood_BrDale" , "Neighborhood_BrkSide" ,"Neighborhood_ClearCr", "Neighborhood_CollgCr",
"Neighborhood_Crawfor", "Neighborhood_Edwards", "Neighborhood_Gilbert", "Neighborhood_Greens" , "Neighborhood_GrnHill", "Neighborhood_IDOTRR" , "Neighborhood_Landmrk", "Neighborhood_MeadowV" ,"Neighborhood_Mitchel", "Neighborhood_NAmes" , 
"Neighborhood_NoRidge" ,"Neighborhood_NPkVill", "Neighborhood_NridgHt", "Neighborhood_NWAmes",  "Neighborhood_OldTown" ,"Neighborhood_Sawyer" , "Neighborhood_SawyerW" ,"Neighborhood_Somerst", "Neighborhood_StoneBr", "Neighborhood_SWISU", "Neighborhood_Timber","MiscVal","SalePrice"
                ))

test.clean <- subset(test.df, select=c("TotalFloorSF","HouseAge",
                                       "OverallQual","LotArea",
                                       "TotalSqftCalc", "Neighborhood_Blmngtn", "Neighborhood_Blueste" ,"Neighborhood_BrDale" , "Neighborhood_BrkSide" ,"Neighborhood_ClearCr", "Neighborhood_CollgCr",
"Neighborhood_Crawfor", "Neighborhood_Edwards", "Neighborhood_Gilbert", "Neighborhood_Greens" , "Neighborhood_GrnHill", "Neighborhood_IDOTRR" , "Neighborhood_Landmrk", "Neighborhood_MeadowV" ,"Neighborhood_Mitchel", "Neighborhood_NAmes" , 
"Neighborhood_NoRidge" ,"Neighborhood_NPkVill", "Neighborhood_NridgHt", "Neighborhood_NWAmes",  "Neighborhood_OldTown" ,"Neighborhood_Sawyer" , "Neighborhood_SawyerW" ,"Neighborhood_Somerst", "Neighborhood_StoneBr", "Neighborhood_SWISU", "Neighborhood_Timber","MiscVal"))
# Check your data split. The sum of the parts should equal the whole.
# Do your totals add up?
dim(my.data)[1]
## [1] 2270
dim(train.df)[1]
## [1] 1594
dim(test.df)[1]
## [1] 676
dim(train.df)[1]+dim(test.df)[1]
## [1] 2270

Model Identification: Using the training data find the ‘best’ models using automated variable selection using the techniques: forward, backward, and stepwise variable selection using the R function stepAIC() from the MASS library. Identify (list) each of these three models individually. Name them forward.lm, backward.lm, and stepwise.lm.
Note that variable selection using stepAIC() requires that we specify the upper and lower models in the scope argument. We want to perform a ‘full search’ or an ‘exhaustive search’, and hence we need to specify the upper model as the Full Model containing every predictor variable in the variable pool (or in our clean data frame!), and the lower model as the Intercept Model. Both of these models are easy to specify in R. Trick #2: specify the upper model and lower models using these R shortcuts.

upper.lm <- lm(SalePrice ~ .,data=train.clean);
summary(upper.lm)
## 
## Call:
## lm(formula = SalePrice ~ ., data = train.clean)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -191999  -12378      27   11548  174193 
## 
## Coefficients:
##                        Estimate Std. Error t value Pr(>|t|)    
## (Intercept)          -3.327e+04  8.406e+03  -3.958 7.89e-05 ***
## TotalFloorSF          2.270e+01  2.314e+00   9.810  < 2e-16 ***
## HouseAge             -3.269e+02  4.649e+01  -7.032 3.03e-12 ***
## OverallQual           1.778e+04  7.745e+02  22.955  < 2e-16 ***
## LotArea               1.895e+00  1.533e-01  12.367  < 2e-16 ***
## TotalSqftCalc         3.339e+01  1.534e+00  21.774  < 2e-16 ***
## Neighborhood_Blmngtn  5.420e+03  9.105e+03   0.595  0.55176    
## Neighborhood_Blueste -1.217e+04  1.176e+04  -1.035  0.30103    
## Neighborhood_BrDale  -2.488e+04  8.663e+03  -2.872  0.00413 ** 
## Neighborhood_BrkSide  3.144e+03  7.336e+03   0.429  0.66826    
## Neighborhood_ClearCr -1.466e+04  8.326e+03  -1.761  0.07846 .  
## Neighborhood_CollgCr -1.889e+03  6.491e+03  -0.291  0.77104    
## Neighborhood_Crawfor  1.177e+04  7.106e+03   1.656  0.09796 .  
## Neighborhood_Edwards -1.146e+04  6.873e+03  -1.668  0.09560 .  
## Neighborhood_Gilbert -1.019e+04  6.716e+03  -1.517  0.12948    
## Neighborhood_Greens  -1.329e+04  1.173e+04  -1.133  0.25732    
## Neighborhood_GrnHill  9.981e+04  2.483e+04   4.020 6.11e-05 ***
## Neighborhood_IDOTRR  -9.283e+03  7.756e+03  -1.197  0.23153    
## Neighborhood_Landmrk -2.432e+04  2.491e+04  -0.976  0.32906    
## Neighborhood_MeadowV -1.182e+04  8.232e+03  -1.436  0.15125    
## Neighborhood_Mitchel -1.083e+04  6.874e+03  -1.575  0.11548    
## Neighborhood_NAmes   -8.892e+03  6.475e+03  -1.373  0.16989    
## Neighborhood_NoRidge  2.648e+04  7.054e+03   3.754  0.00018 ***
## Neighborhood_NPkVill -1.945e+04  8.791e+03  -2.213  0.02706 *  
## Neighborhood_NridgHt  3.961e+04  6.798e+03   5.826 6.88e-09 ***
## Neighborhood_NWAmes  -1.858e+04  6.690e+03  -2.778  0.00554 ** 
## Neighborhood_OldTown -4.753e+03  7.204e+03  -0.660  0.50952    
## Neighborhood_Sawyer  -9.221e+03  6.905e+03  -1.336  0.18190    
## Neighborhood_SawyerW -1.347e+04  6.806e+03  -1.980  0.04792 *  
## Neighborhood_Somerst  9.914e+03  6.929e+03   1.431  0.15273    
## Neighborhood_StoneBr  3.094e+04  7.842e+03   3.946 8.31e-05 ***
## Neighborhood_SWISU   -1.743e+04  8.119e+03  -2.147  0.03196 *  
## Neighborhood_Timber   7.483e+03  7.557e+03   0.990  0.32226    
## MiscVal               3.546e-01  1.059e+00   0.335  0.73778    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 24060 on 1560 degrees of freedom
## Multiple R-squared:  0.8842, Adjusted R-squared:  0.8817 
## F-statistic: 360.9 on 33 and 1560 DF,  p-value: < 2.2e-16
# Define the lower model as the Intercept model
lower.lm <- lm(SalePrice ~ 1,data=train.clean);
summary(lower.lm)
## 
## Call:
## lm(formula = SalePrice ~ 1, data = train.clean)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -124921  -47421  -17421   31554  432579 
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)    
## (Intercept)   177421       1752   101.3   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 69960 on 1593 degrees of freedom
# Need a SLR to initialize stepwise selection
sqft.lm <- lm(SalePrice ~ TotalFloorSF,data=train.clean);
summary(sqft.lm)
## 
## Call:
## lm(formula = SalePrice ~ TotalFloorSF, data = train.clean)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -192584  -24741   -1006   20615  297580 
## 
## Coefficients:
##               Estimate Std. Error t value Pr(>|t|)    
## (Intercept)  13681.050   3769.132    3.63 0.000293 ***
## TotalFloorSF   111.720      2.448   45.63  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 46060 on 1592 degrees of freedom
## Multiple R-squared:  0.5667, Adjusted R-squared:  0.5665 
## F-statistic:  2082 on 1 and 1592 DF,  p-value: < 2.2e-16

Trick #3: use the R function formula() to pass your shortcut definition of the Full Model to the scope argument in stepAIC(). Be sure to read the help page for stepAIC() to understand the scope argument and its default value.

library(MASS)
forward.lm <- stepAIC(object=lower.lm,scope=list(upper=upper.lm,lower=lower.lm),
                      direction=c('forward'));
## Start:  AIC=35565.17
## SalePrice ~ 1
## 
##                        Df  Sum of Sq        RSS   AIC
## + OverallQual           1 4.9960e+12 2.8001e+12 33935
## + TotalSqftCalc         1 4.8489e+12 2.9472e+12 34017
## + TotalFloorSF          1 4.4183e+12 3.3779e+12 34234
## + HouseAge              1 2.3004e+12 5.4957e+12 35010
## + Neighborhood_NridgHt  1 1.2209e+12 6.5752e+12 35296
## + LotArea               1 1.1657e+12 6.6305e+12 35309
## + Neighborhood_NoRidge  1 1.0231e+12 6.7730e+12 35343
## + Neighborhood_OldTown  1 3.2508e+11 7.4711e+12 35499
## + Neighborhood_StoneBr  1 3.0431e+11 7.4918e+12 35504
## + Neighborhood_NAmes    1 2.8361e+11 7.5125e+12 35508
## + Neighborhood_Edwards  1 2.1539e+11 7.5808e+12 35523
## + Neighborhood_BrkSide  1 1.7204e+11 7.6241e+12 35532
## + Neighborhood_MeadowV  1 1.6575e+11 7.6304e+12 35533
## + Neighborhood_Sawyer   1 1.4726e+11 7.6489e+12 35537
## + Neighborhood_Somerst  1 1.4699e+11 7.6492e+12 35537
## + Neighborhood_IDOTRR   1 1.3399e+11 7.6622e+12 35540
## + Neighborhood_Timber   1 1.0448e+11 7.6917e+12 35546
## + Neighborhood_BrDale   1 9.2404e+10 7.7037e+12 35548
## + Neighborhood_SWISU    1 6.2842e+10 7.7333e+12 35554
## + Neighborhood_CollgCr  1 5.3218e+10 7.7429e+12 35556
## + Neighborhood_Crawfor  1 2.8522e+10 7.7676e+12 35561
## + Neighborhood_GrnHill  1 2.3295e+10 7.7729e+12 35562
## + Neighborhood_NPkVill  1 2.2372e+10 7.7738e+12 35563
## + Neighborhood_ClearCr  1 1.9881e+10 7.7763e+12 35563
## + Neighborhood_Gilbert  1 1.7459e+10 7.7787e+12 35564
## + Neighborhood_NWAmes   1 1.0692e+10 7.7855e+12 35565
## <none>                               7.7961e+12 35565
## + Neighborhood_SawyerW  1 9.6498e+09 7.7865e+12 35565
## + Neighborhood_Mitchel  1 9.4035e+09 7.7867e+12 35565
## + Neighborhood_Blueste  1 7.6347e+09 7.7885e+12 35566
## + Neighborhood_Blmngtn  1 7.3825e+09 7.7888e+12 35566
## + Neighborhood_Landmrk  1 1.6349e+09 7.7945e+12 35567
## + Neighborhood_Greens   1 1.1311e+09 7.7950e+12 35567
## + MiscVal               1 8.8182e+08 7.7953e+12 35567
## 
## Step:  AIC=33934.98
## SalePrice ~ OverallQual
## 
##                        Df  Sum of Sq        RSS   AIC
## + TotalSqftCalc         1 1.3801e+12 1.4201e+12 32855
## + TotalFloorSF          1 9.6193e+11 1.8382e+12 33266
## + LotArea               1 5.1572e+11 2.2844e+12 33613
## + Neighborhood_NoRidge  1 2.0510e+11 2.5950e+12 33816
## + Neighborhood_NridgHt  1 1.1159e+11 2.6885e+12 33872
## + HouseAge              1 1.0829e+11 2.6918e+12 33874
## + Neighborhood_BrDale   1 6.6704e+10 2.7334e+12 33899
## + Neighborhood_NPkVill  1 3.5835e+10 2.7643e+12 33916
## + Neighborhood_IDOTRR   1 3.1915e+10 2.7682e+12 33919
## + Neighborhood_Greens   1 2.8676e+10 2.7715e+12 33921
## + Neighborhood_OldTown  1 2.3621e+10 2.7765e+12 33923
## + Neighborhood_Crawfor  1 1.9121e+10 2.7810e+12 33926
## + Neighborhood_SWISU    1 1.7444e+10 2.7827e+12 33927
## + Neighborhood_Blueste  1 1.2954e+10 2.7872e+12 33930
## + Neighborhood_GrnHill  1 1.2814e+10 2.7873e+12 33930
## + Neighborhood_Timber   1 1.1976e+10 2.7882e+12 33930
## + Neighborhood_Somerst  1 1.1399e+10 2.7887e+12 33930
## + Neighborhood_BrkSide  1 1.0322e+10 2.7898e+12 33931
## + Neighborhood_Blmngtn  1 9.4512e+09 2.7907e+12 33932
## + Neighborhood_ClearCr  1 9.0374e+09 2.7911e+12 33932
## + Neighborhood_StoneBr  1 9.0148e+09 2.7911e+12 33932
## <none>                               2.8001e+12 33935
## + Neighborhood_Mitchel  1 3.2511e+09 2.7969e+12 33935
## + Neighborhood_Gilbert  1 1.8942e+09 2.7982e+12 33936
## + Neighborhood_Landmrk  1 1.3596e+09 2.7988e+12 33936
## + Neighborhood_MeadowV  1 1.1786e+09 2.7990e+12 33936
## + Neighborhood_SawyerW  1 6.3499e+08 2.7995e+12 33937
## + Neighborhood_CollgCr  1 5.0202e+08 2.7996e+12 33937
## + Neighborhood_NWAmes   1 2.8359e+08 2.7998e+12 33937
## + Neighborhood_NAmes    1 1.2958e+08 2.8000e+12 33937
## + Neighborhood_Edwards  1 3.8370e+07 2.8001e+12 33937
## + MiscVal               1 1.2735e+07 2.8001e+12 33937
## + Neighborhood_Sawyer   1 1.0889e+07 2.8001e+12 33937
## 
## Step:  AIC=32854.72
## SalePrice ~ OverallQual + TotalSqftCalc
## 
##                        Df  Sum of Sq        RSS   AIC
## + LotArea               1 1.2134e+11 1.2987e+12 32714
## + Neighborhood_NridgHt  1 9.0294e+10 1.3298e+12 32752
## + TotalFloorSF          1 7.9237e+10 1.3408e+12 32765
## + HouseAge              1 6.1250e+10 1.3588e+12 32786
## + Neighborhood_NoRidge  1 3.0958e+10 1.3891e+12 32822
## + Neighborhood_NWAmes   1 1.9710e+10 1.4004e+12 32834
## + Neighborhood_BrDale   1 1.7831e+10 1.4022e+12 32837
## + Neighborhood_NPkVill  1 1.7135e+10 1.4029e+12 32837
## + Neighborhood_SWISU    1 1.6159e+10 1.4039e+12 32838
## + Neighborhood_Greens   1 1.5059e+10 1.4050e+12 32840
## + Neighborhood_GrnHill  1 8.1240e+09 1.4120e+12 32848
## + Neighborhood_Crawfor  1 6.9681e+09 1.4131e+12 32849
## + Neighborhood_IDOTRR   1 5.8245e+09 1.4143e+12 32850
## + Neighborhood_StoneBr  1 5.3245e+09 1.4148e+12 32851
## + Neighborhood_OldTown  1 5.2672e+09 1.4148e+12 32851
## + Neighborhood_NAmes    1 4.4250e+09 1.4157e+12 32852
## + Neighborhood_Timber   1 3.6991e+09 1.4164e+12 32853
## + Neighborhood_CollgCr  1 3.6990e+09 1.4164e+12 32853
## + Neighborhood_Somerst  1 3.2896e+09 1.4168e+12 32853
## + Neighborhood_SawyerW  1 3.1967e+09 1.4169e+12 32853
## + Neighborhood_Blueste  1 3.0764e+09 1.4170e+12 32853
## + Neighborhood_Gilbert  1 2.1162e+09 1.4180e+12 32854
## <none>                               1.4201e+12 32855
## + Neighborhood_MeadowV  1 8.5666e+08 1.4192e+12 32856
## + Neighborhood_Edwards  1 6.5863e+08 1.4194e+12 32856
## + Neighborhood_Landmrk  1 4.8787e+08 1.4196e+12 32856
## + Neighborhood_Blmngtn  1 2.6624e+08 1.4198e+12 32856
## + Neighborhood_BrkSide  1 1.3181e+08 1.4199e+12 32857
## + Neighborhood_Sawyer   1 4.5577e+07 1.4200e+12 32857
## + MiscVal               1 3.1091e+07 1.4200e+12 32857
## + Neighborhood_ClearCr  1 2.8002e+07 1.4201e+12 32857
## + Neighborhood_Mitchel  1 2.2520e+07 1.4201e+12 32857
## 
## Step:  AIC=32714.35
## SalePrice ~ OverallQual + TotalSqftCalc + LotArea
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_NridgHt  1 9.2516e+10 1.2062e+12 32599
## + HouseAge              1 7.3203e+10 1.2255e+12 32624
## + TotalFloorSF          1 5.2022e+10 1.2467e+12 32651
## + Neighborhood_NoRidge  1 3.0865e+10 1.2679e+12 32678
## + Neighborhood_NWAmes   1 2.5842e+10 1.2729e+12 32684
## + Neighborhood_SWISU    1 1.1172e+10 1.2876e+12 32703
## + Neighborhood_Somerst  1 1.0842e+10 1.2879e+12 32703
## + Neighborhood_StoneBr  1 9.0672e+09 1.2897e+12 32705
## + Neighborhood_Greens   1 8.9677e+09 1.2898e+12 32705
## + Neighborhood_GrnHill  1 8.7609e+09 1.2900e+12 32706
## + Neighborhood_NAmes    1 7.2781e+09 1.2915e+12 32707
## + Neighborhood_BrDale   1 7.0319e+09 1.2917e+12 32708
## + Neighborhood_NPkVill  1 6.9958e+09 1.2917e+12 32708
## + Neighborhood_ClearCr  1 5.1511e+09 1.2936e+12 32710
## + Neighborhood_IDOTRR   1 4.6326e+09 1.2941e+12 32711
## + Neighborhood_OldTown  1 4.5058e+09 1.2942e+12 32711
## + Neighborhood_Crawfor  1 3.8238e+09 1.2949e+12 32712
## + Neighborhood_SawyerW  1 2.8957e+09 1.2958e+12 32713
## + Neighborhood_CollgCr  1 2.7013e+09 1.2960e+12 32713
## + Neighborhood_Edwards  1 1.7439e+09 1.2970e+12 32714
## <none>                               1.2987e+12 32714
## + Neighborhood_Timber   1 1.5090e+09 1.2972e+12 32714
## + Neighborhood_MeadowV  1 1.2150e+09 1.2975e+12 32715
## + Neighborhood_BrkSide  1 1.1672e+09 1.2976e+12 32715
## + Neighborhood_Blmngtn  1 7.2810e+08 1.2980e+12 32715
## + Neighborhood_Blueste  1 6.0791e+08 1.2981e+12 32716
## + Neighborhood_Sawyer   1 3.8479e+08 1.2984e+12 32716
## + MiscVal               1 3.3790e+08 1.2984e+12 32716
## + Neighborhood_Mitchel  1 3.1159e+08 1.2984e+12 32716
## + Neighborhood_Gilbert  1 2.0335e+08 1.2985e+12 32716
## + Neighborhood_Landmrk  1 1.4409e+08 1.2986e+12 32716
## 
## Step:  AIC=32598.55
## SalePrice ~ OverallQual + TotalSqftCalc + LotArea + Neighborhood_NridgHt
## 
##                        Df  Sum of Sq        RSS   AIC
## + HouseAge              1 6.2383e+10 1.1438e+12 32516
## + TotalFloorSF          1 5.4708e+10 1.1515e+12 32527
## + Neighborhood_NoRidge  1 5.1132e+10 1.1551e+12 32532
## + Neighborhood_Somerst  1 2.1695e+10 1.1845e+12 32572
## + Neighborhood_NWAmes   1 1.8914e+10 1.1873e+12 32575
## + Neighborhood_StoneBr  1 1.6883e+10 1.1893e+12 32578
## + Neighborhood_SWISU    1 1.0453e+10 1.1958e+12 32587
## + Neighborhood_GrnHill  1 9.5353e+09 1.1967e+12 32588
## + Neighborhood_CollgCr  1 7.9308e+09 1.1983e+12 32590
## + Neighborhood_NAmes    1 6.5246e+09 1.1997e+12 32592
## + Neighborhood_Greens   1 6.3841e+09 1.1998e+12 32592
## + Neighborhood_BrDale   1 6.2324e+09 1.2000e+12 32592
## + Neighborhood_Crawfor  1 6.0229e+09 1.2002e+12 32593
## + Neighborhood_NPkVill  1 5.5187e+09 1.2007e+12 32593
## + Neighborhood_OldTown  1 4.6902e+09 1.2015e+12 32594
## + Neighborhood_IDOTRR   1 4.4792e+09 1.2017e+12 32595
## + Neighborhood_ClearCr  1 3.7830e+09 1.2024e+12 32596
## + Neighborhood_Timber   1 3.6178e+09 1.2026e+12 32596
## + Neighborhood_Edwards  1 2.2733e+09 1.2039e+12 32598
## + Neighborhood_Blmngtn  1 1.8709e+09 1.2043e+12 32598
## + Neighborhood_Gilbert  1 1.6875e+09 1.2045e+12 32598
## <none>                               1.2062e+12 32599
## + Neighborhood_BrkSide  1 1.0450e+09 1.2052e+12 32599
## + Neighborhood_SawyerW  1 9.9184e+08 1.2052e+12 32599
## + Neighborhood_MeadowV  1 6.1970e+08 1.2056e+12 32600
## + Neighborhood_Sawyer   1 5.4492e+08 1.2057e+12 32600
## + Neighborhood_Blueste  1 3.6105e+08 1.2059e+12 32600
## + MiscVal               1 1.7042e+08 1.2060e+12 32600
## + Neighborhood_Landmrk  1 1.0826e+08 1.2061e+12 32600
## + Neighborhood_Mitchel  1 1.0614e+08 1.2061e+12 32600
## 
## Step:  AIC=32515.9
## SalePrice ~ OverallQual + TotalSqftCalc + LotArea + Neighborhood_NridgHt + 
##     HouseAge
## 
##                        Df  Sum of Sq        RSS   AIC
## + TotalFloorSF          1 8.1768e+10 1.0621e+12 32400
## + Neighborhood_NoRidge  1 5.0515e+10 1.0933e+12 32446
## + Neighborhood_NWAmes   1 1.9592e+10 1.1242e+12 32490
## + Neighborhood_Crawfor  1 1.7185e+10 1.1267e+12 32494
## + Neighborhood_StoneBr  1 1.6186e+10 1.1277e+12 32495
## + Neighborhood_Somerst  1 1.1773e+10 1.1321e+12 32501
## + Neighborhood_BrkSide  1 8.9107e+09 1.1349e+12 32505
## + Neighborhood_GrnHill  1 8.7702e+09 1.1351e+12 32506
## + Neighborhood_BrDale   1 6.9428e+09 1.1369e+12 32508
## + Neighborhood_NPkVill  1 5.7361e+09 1.1381e+12 32510
## + Neighborhood_NAmes    1 5.4838e+09 1.1384e+12 32510
## + Neighborhood_Greens   1 4.9404e+09 1.1389e+12 32511
## + Neighborhood_SawyerW  1 4.9244e+09 1.1389e+12 32511
## + Neighborhood_ClearCr  1 4.0662e+09 1.1398e+12 32512
## + Neighborhood_SWISU    1 3.5964e+09 1.1402e+12 32513
## + Neighborhood_OldTown  1 3.5534e+09 1.1403e+12 32513
## + Neighborhood_Mitchel  1 2.3513e+09 1.1415e+12 32515
## + Neighborhood_Timber   1 1.6197e+09 1.1422e+12 32516
## + Neighborhood_Edwards  1 1.4688e+09 1.1424e+12 32516
## <none>                               1.1438e+12 32516
## + Neighborhood_Sawyer   1 1.2828e+09 1.1426e+12 32516
## + Neighborhood_Blmngtn  1 5.7281e+08 1.1433e+12 32517
## + Neighborhood_Blueste  1 5.4193e+08 1.1433e+12 32517
## + Neighborhood_Gilbert  1 5.1069e+08 1.1433e+12 32517
## + Neighborhood_Landmrk  1 2.8039e+08 1.1436e+12 32518
## + Neighborhood_CollgCr  1 2.6962e+08 1.1436e+12 32518
## + Neighborhood_IDOTRR   1 1.3832e+08 1.1437e+12 32518
## + MiscVal               1 9.8141e+07 1.1437e+12 32518
## + Neighborhood_MeadowV  1 5.2619e+06 1.1438e+12 32518
## 
## Step:  AIC=32399.68
## SalePrice ~ OverallQual + TotalSqftCalc + LotArea + Neighborhood_NridgHt + 
##     HouseAge + TotalFloorSF
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_NoRidge  1 3.2298e+10 1.0298e+12 32352
## + Neighborhood_StoneBr  1 2.1241e+10 1.0408e+12 32369
## + Neighborhood_NWAmes   1 2.0744e+10 1.0413e+12 32370
## + Neighborhood_Crawfor  1 1.4492e+10 1.0476e+12 32380
## + Neighborhood_GrnHill  1 1.0290e+10 1.0518e+12 32386
## + Neighborhood_Somerst  1 9.0257e+09 1.0530e+12 32388
## + Neighborhood_BrkSide  1 8.5013e+09 1.0536e+12 32389
## + Neighborhood_SawyerW  1 8.2833e+09 1.0538e+12 32389
## + Neighborhood_BrDale   1 6.8372e+09 1.0552e+12 32391
## + Neighborhood_Gilbert  1 5.4237e+09 1.0566e+12 32394
## + Neighborhood_SWISU    1 4.0158e+09 1.0581e+12 32396
## + Neighborhood_NPkVill  1 3.9840e+09 1.0581e+12 32396
## + Neighborhood_Timber   1 2.5142e+09 1.0596e+12 32398
## + Neighborhood_ClearCr  1 2.0959e+09 1.0600e+12 32399
## + Neighborhood_Mitchel  1 1.4428e+09 1.0606e+12 32400
## <none>                               1.0621e+12 32400
## + Neighborhood_Greens   1 1.2696e+09 1.0608e+12 32400
## + Neighborhood_Edwards  1 1.0182e+09 1.0611e+12 32400
## + Neighborhood_NAmes    1 9.7665e+08 1.0611e+12 32400
## + Neighborhood_OldTown  1 6.9402e+08 1.0614e+12 32401
## + Neighborhood_Blmngtn  1 5.9906e+08 1.0615e+12 32401
## + Neighborhood_CollgCr  1 5.6011e+08 1.0615e+12 32401
## + Neighborhood_Blueste  1 4.0412e+08 1.0617e+12 32401
## + Neighborhood_Landmrk  1 3.7733e+08 1.0617e+12 32401
## + Neighborhood_IDOTRR   1 3.0325e+08 1.0618e+12 32401
## + Neighborhood_MeadowV  1 6.1751e+07 1.0620e+12 32402
## + Neighborhood_Sawyer   1 4.0802e+07 1.0620e+12 32402
## + MiscVal               1 5.4190e+06 1.0621e+12 32402
## 
## Step:  AIC=32352.45
## SalePrice ~ OverallQual + TotalSqftCalc + LotArea + Neighborhood_NridgHt + 
##     HouseAge + TotalFloorSF + Neighborhood_NoRidge
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_StoneBr  1 2.6918e+10 1.0029e+12 32312
## + Neighborhood_Crawfor  1 1.7726e+10 1.0120e+12 32327
## + Neighborhood_NWAmes   1 1.5906e+10 1.0139e+12 32330
## + Neighborhood_Somerst  1 1.3171e+10 1.0166e+12 32334
## + Neighborhood_GrnHill  1 1.0756e+10 1.0190e+12 32338
## + Neighborhood_BrkSide  1 7.7240e+09 1.0220e+12 32342
## + Neighborhood_BrDale   1 7.1263e+09 1.0226e+12 32343
## + Neighborhood_SawyerW  1 5.5894e+09 1.0242e+12 32346
## + Neighborhood_Timber   1 3.9842e+09 1.0258e+12 32348
## + Neighborhood_NPkVill  1 3.7622e+09 1.0260e+12 32349
## + Neighborhood_SWISU    1 3.7226e+09 1.0260e+12 32349
## + Neighborhood_Gilbert  1 3.0691e+09 1.0267e+12 32350
## + Neighborhood_CollgCr  1 1.7915e+09 1.0280e+12 32352
## + Neighborhood_ClearCr  1 1.4527e+09 1.0283e+12 32352
## <none>                               1.0298e+12 32352
## + Neighborhood_Edwards  1 1.1498e+09 1.0286e+12 32353
## + Neighborhood_Greens   1 1.0849e+09 1.0287e+12 32353
## + Neighborhood_Mitchel  1 1.0110e+09 1.0288e+12 32353
## + Neighborhood_Blmngtn  1 9.2921e+08 1.0288e+12 32353
## + Neighborhood_NAmes    1 8.1409e+08 1.0290e+12 32353
## + Neighborhood_OldTown  1 7.0966e+08 1.0291e+12 32353
## + Neighborhood_IDOTRR   1 3.8044e+08 1.0294e+12 32354
## + Neighborhood_Blueste  1 3.7515e+08 1.0294e+12 32354
## + Neighborhood_Landmrk  1 3.5069e+08 1.0294e+12 32354
## + Neighborhood_MeadowV  1 1.5411e+08 1.0296e+12 32354
## + Neighborhood_Sawyer   1 1.0613e+08 1.0297e+12 32354
## + MiscVal               1 1.9347e+07 1.0298e+12 32354
## 
## Step:  AIC=32312.23
## SalePrice ~ OverallQual + TotalSqftCalc + LotArea + Neighborhood_NridgHt + 
##     HouseAge + TotalFloorSF + Neighborhood_NoRidge + Neighborhood_StoneBr
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_Crawfor  1 1.9256e+10 9.8360e+11 32283
## + Neighborhood_Somerst  1 1.7940e+10 9.8491e+11 32285
## + Neighborhood_NWAmes   1 1.3613e+10 9.8924e+11 32292
## + Neighborhood_GrnHill  1 1.1195e+10 9.9166e+11 32296
## + Neighborhood_BrkSide  1 7.5394e+09 9.9531e+11 32302
## + Neighborhood_BrDale   1 6.6281e+09 9.9622e+11 32304
## + Neighborhood_Timber   1 5.1864e+09 9.9767e+11 32306
## + Neighborhood_SawyerW  1 4.2916e+09 9.9856e+11 32307
## + Neighborhood_SWISU    1 3.5279e+09 9.9932e+11 32309
## + Neighborhood_CollgCr  1 3.4518e+09 9.9940e+11 32309
## + Neighborhood_NPkVill  1 3.1386e+09 9.9971e+11 32309
## + Neighborhood_Gilbert  1 2.1138e+09 1.0007e+12 32311
## + Neighborhood_Blmngtn  1 1.4661e+09 1.0014e+12 32312
## + Neighborhood_Edwards  1 1.3376e+09 1.0015e+12 32312
## <none>                               1.0029e+12 32312
## + Neighborhood_ClearCr  1 1.2326e+09 1.0016e+12 32312
## + Neighborhood_Mitchel  1 7.9874e+08 1.0021e+12 32313
## + Neighborhood_NAmes    1 6.5876e+08 1.0022e+12 32313
## + Neighborhood_Greens   1 6.3892e+08 1.0022e+12 32313
## + Neighborhood_OldTown  1 5.7178e+08 1.0023e+12 32313
## + Neighborhood_IDOTRR   1 3.8951e+08 1.0025e+12 32314
## + Neighborhood_Landmrk  1 3.1936e+08 1.0025e+12 32314
## + Neighborhood_Blueste  1 2.6522e+08 1.0026e+12 32314
## + Neighborhood_MeadowV  1 2.1695e+08 1.0026e+12 32314
## + Neighborhood_Sawyer   1 1.2651e+08 1.0027e+12 32314
## + MiscVal               1 4.3262e+07 1.0028e+12 32314
## 
## Step:  AIC=32283.33
## SalePrice ~ OverallQual + TotalSqftCalc + LotArea + Neighborhood_NridgHt + 
##     HouseAge + TotalFloorSF + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_Somerst  1 1.8710e+10 9.6489e+11 32255
## + Neighborhood_NWAmes   1 1.1554e+10 9.7204e+11 32266
## + Neighborhood_GrnHill  1 1.1288e+10 9.7231e+11 32267
## + Neighborhood_BrkSide  1 9.6918e+09 9.7391e+11 32270
## + Neighborhood_BrDale   1 6.5451e+09 9.7705e+11 32275
## + Neighborhood_Timber   1 5.7515e+09 9.7785e+11 32276
## + Neighborhood_CollgCr  1 3.8200e+09 9.7978e+11 32279
## + Neighborhood_SawyerW  1 3.7836e+09 9.7981e+11 32279
## + Neighborhood_NPkVill  1 2.9910e+09 9.8061e+11 32280
## + Neighborhood_SWISU    1 2.6125e+09 9.8098e+11 32281
## + Neighborhood_OldTown  1 2.4553e+09 9.8114e+11 32281
## + Neighborhood_Gilbert  1 1.8315e+09 9.8177e+11 32282
## + Neighborhood_Blmngtn  1 1.4578e+09 9.8214e+11 32283
## <none>                               9.8360e+11 32283
## + Neighborhood_ClearCr  1 8.6420e+08 9.8273e+11 32284
## + Neighborhood_Edwards  1 8.3221e+08 9.8277e+11 32284
## + Neighborhood_Mitchel  1 6.6993e+08 9.8293e+11 32284
## + Neighborhood_Greens   1 5.3689e+08 9.8306e+11 32284
## + Neighborhood_Landmrk  1 3.2796e+08 9.8327e+11 32285
## + Neighborhood_MeadowV  1 2.8132e+08 9.8332e+11 32285
## + Neighborhood_Blueste  1 2.5532e+08 9.8334e+11 32285
## + Neighborhood_NAmes    1 1.4625e+08 9.8345e+11 32285
## + Neighborhood_IDOTRR   1 9.1956e+07 9.8351e+11 32285
## + Neighborhood_Sawyer   1 5.2778e+07 9.8354e+11 32285
## + MiscVal               1 3.8733e+07 9.8356e+11 32285
## 
## Step:  AIC=32254.71
## SalePrice ~ OverallQual + TotalSqftCalc + LotArea + Neighborhood_NridgHt + 
##     HouseAge + TotalFloorSF + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor + Neighborhood_Somerst
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_GrnHill  1 1.1720e+10 9.5317e+11 32237
## + Neighborhood_BrkSide  1 9.6412e+09 9.5525e+11 32241
## + Neighborhood_NWAmes   1 9.4502e+09 9.5544e+11 32241
## + Neighborhood_CollgCr  1 8.5948e+09 9.5629e+11 32242
## + Neighborhood_Timber   1 7.4963e+09 9.5739e+11 32244
## + Neighborhood_BrDale   1 5.2449e+09 9.5964e+11 32248
## + Neighborhood_Blmngtn  1 2.7044e+09 9.6218e+11 32252
## + Neighborhood_SWISU    1 2.5433e+09 9.6234e+11 32253
## + Neighborhood_NPkVill  1 2.1305e+09 9.6276e+11 32253
## + Neighborhood_SawyerW  1 2.0616e+09 9.6283e+11 32253
## + Neighborhood_OldTown  1 1.9084e+09 9.6298e+11 32254
## <none>                               9.6489e+11 32255
## + Neighborhood_Edwards  1 9.1568e+08 9.6397e+11 32255
## + Neighborhood_ClearCr  1 8.6794e+08 9.6402e+11 32255
## + Neighborhood_Gilbert  1 4.1101e+08 9.6448e+11 32256
## + Neighborhood_Mitchel  1 3.4477e+08 9.6454e+11 32256
## + Neighborhood_Landmrk  1 2.4607e+08 9.6464e+11 32256
## + Neighborhood_Greens   1 2.4279e+08 9.6464e+11 32256
## + Neighborhood_MeadowV  1 1.7475e+08 9.6471e+11 32256
## + Neighborhood_Blueste  1 9.7968e+07 9.6479e+11 32257
## + Neighborhood_IDOTRR   1 9.4557e+07 9.6479e+11 32257
## + MiscVal               1 6.8956e+07 9.6482e+11 32257
## + Neighborhood_NAmes    1 6.7034e+07 9.6482e+11 32257
## + Neighborhood_Sawyer   1 4.0952e+07 9.6485e+11 32257
## 
## Step:  AIC=32237.23
## SalePrice ~ OverallQual + TotalSqftCalc + LotArea + Neighborhood_NridgHt + 
##     HouseAge + TotalFloorSF + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor + Neighborhood_Somerst + Neighborhood_GrnHill
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_BrkSide  1 9582123513 9.4359e+11 32223
## + Neighborhood_NWAmes   1 9187380385 9.4398e+11 32224
## + Neighborhood_CollgCr  1 9065872979 9.4410e+11 32224
## + Neighborhood_Timber   1 7712456306 9.4545e+11 32226
## + Neighborhood_BrDale   1 5193422852 9.4797e+11 32231
## + Neighborhood_Blmngtn  1 2798693797 9.5037e+11 32235
## + Neighborhood_SWISU    1 2537764447 9.5063e+11 32235
## + Neighborhood_NPkVill  1 2066215530 9.5110e+11 32236
## + Neighborhood_SawyerW  1 1939844212 9.5123e+11 32236
## + Neighborhood_OldTown  1 1821341877 9.5135e+11 32236
## <none>                               9.5317e+11 32237
## + Neighborhood_Edwards  1  902721352 9.5226e+11 32238
## + Neighborhood_ClearCr  1  831995752 9.5234e+11 32238
## + Neighborhood_Gilbert  1  363544412 9.5280e+11 32239
## + Neighborhood_Mitchel  1  305417129 9.5286e+11 32239
## + Neighborhood_Landmrk  1  241892062 9.5293e+11 32239
## + Neighborhood_Greens   1  215725412 9.5295e+11 32239
## + Neighborhood_MeadowV  1  167312493 9.5300e+11 32239
## + Neighborhood_IDOTRR   1  100991374 9.5307e+11 32239
## + Neighborhood_Blueste  1   90733413 9.5308e+11 32239
## + MiscVal               1   75496532 9.5309e+11 32239
## + Neighborhood_NAmes    1   45785220 9.5312e+11 32239
## + Neighborhood_Sawyer   1   33505901 9.5313e+11 32239
## 
## Step:  AIC=32223.13
## SalePrice ~ OverallQual + TotalSqftCalc + LotArea + Neighborhood_NridgHt + 
##     HouseAge + TotalFloorSF + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor + Neighborhood_Somerst + Neighborhood_GrnHill + 
##     Neighborhood_BrkSide
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_CollgCr  1 8819025734 9.3477e+11 32210
## + Neighborhood_NWAmes   1 8663570575 9.3492e+11 32210
## + Neighborhood_Timber   1 7490881354 9.3609e+11 32212
## + Neighborhood_OldTown  1 5215957372 9.3837e+11 32216
## + Neighborhood_BrDale   1 4603868631 9.3898e+11 32217
## + Neighborhood_Blmngtn  1 2833711547 9.4075e+11 32220
## + Neighborhood_SawyerW  1 1935834164 9.4165e+11 32222
## + Neighborhood_NPkVill  1 1788715353 9.4180e+11 32222
## + Neighborhood_SWISU    1 1742328815 9.4184e+11 32222
## <none>                               9.4359e+11 32223
## + Neighborhood_ClearCr  1  845844415 9.4274e+11 32224
## + Neighborhood_Gilbert  1  429923565 9.4316e+11 32224
## + Neighborhood_Edwards  1  427718693 9.4316e+11 32224
## + Neighborhood_Mitchel  1  267596395 9.4332e+11 32225
## + Neighborhood_Landmrk  1  234438840 9.4335e+11 32225
## + Neighborhood_Greens   1  165711813 9.4342e+11 32225
## + Neighborhood_MeadowV  1   80749064 9.4350e+11 32225
## + MiscVal               1   79663764 9.4351e+11 32225
## + Neighborhood_Blueste  1   59796328 9.4353e+11 32225
## + Neighborhood_NAmes    1   54639870 9.4353e+11 32225
## + Neighborhood_IDOTRR   1    3899310 9.4358e+11 32225
## + Neighborhood_Sawyer   1     155827 9.4359e+11 32225
## 
## Step:  AIC=32210.16
## SalePrice ~ OverallQual + TotalSqftCalc + LotArea + Neighborhood_NridgHt + 
##     HouseAge + TotalFloorSF + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor + Neighborhood_Somerst + Neighborhood_GrnHill + 
##     Neighborhood_BrkSide + Neighborhood_CollgCr
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_Timber   1 9875493001 9.2489e+11 32195
## + Neighborhood_NWAmes   1 6594497254 9.2817e+11 32201
## + Neighborhood_Blmngtn  1 4082643933 9.3068e+11 32205
## + Neighborhood_OldTown  1 4057590772 9.3071e+11 32205
## + Neighborhood_BrDale   1 3849173305 9.3092e+11 32206
## + Neighborhood_SWISU    1 1826211224 9.3294e+11 32209
## + Neighborhood_NPkVill  1 1318822023 9.3345e+11 32210
## <none>                               9.3477e+11 32210
## + Neighborhood_SawyerW  1  722438147 9.3404e+11 32211
## + Neighborhood_ClearCr  1  555205662 9.3421e+11 32211
## + Neighborhood_NAmes    1  447971881 9.3432e+11 32211
## + Neighborhood_Edwards  1  262374056 9.3450e+11 32212
## + Neighborhood_Landmrk  1  174734586 9.3459e+11 32212
## + MiscVal               1   99011717 9.3467e+11 32212
## + Neighborhood_Greens   1   65390228 9.3470e+11 32212
## + Neighborhood_Sawyer   1   59869842 9.3471e+11 32212
## + Neighborhood_Gilbert  1   21628334 9.3474e+11 32212
## + Neighborhood_MeadowV  1   16898435 9.3475e+11 32212
## + Neighborhood_Mitchel  1   13167089 9.3475e+11 32212
## + Neighborhood_Blueste  1   12066084 9.3475e+11 32212
## + Neighborhood_IDOTRR   1      56513 9.3477e+11 32212
## 
## Step:  AIC=32195.23
## SalePrice ~ OverallQual + TotalSqftCalc + LotArea + Neighborhood_NridgHt + 
##     HouseAge + TotalFloorSF + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor + Neighborhood_Somerst + Neighborhood_GrnHill + 
##     Neighborhood_BrkSide + Neighborhood_CollgCr + Neighborhood_Timber
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_NWAmes   1 5273390001 9.1962e+11 32188
## + Neighborhood_Blmngtn  1 4727663533 9.2016e+11 32189
## + Neighborhood_BrDale   1 3671239379 9.2122e+11 32191
## + Neighborhood_OldTown  1 3511410220 9.2138e+11 32191
## + Neighborhood_SWISU    1 1858922233 9.2303e+11 32194
## <none>                               9.2489e+11 32195
## + Neighborhood_NPkVill  1 1146510576 9.2374e+11 32195
## + Neighborhood_NAmes    1  832648843 9.2406e+11 32196
## + Neighborhood_Gilbert  1  340779918 9.2455e+11 32197
## + Neighborhood_ClearCr  1  332878444 9.2456e+11 32197
## + Neighborhood_SawyerW  1  290734739 9.2460e+11 32197
## + Neighborhood_Edwards  1  204419144 9.2469e+11 32197
## + Neighborhood_Landmrk  1  154805459 9.2474e+11 32197
## + Neighborhood_Sawyer   1  121756249 9.2477e+11 32197
## + MiscVal               1   97481666 9.2479e+11 32197
## + Neighborhood_Greens   1   25717311 9.2486e+11 32197
## + Neighborhood_MeadowV  1   16835747 9.2487e+11 32197
## + Neighborhood_Mitchel  1   10795212 9.2488e+11 32197
## + Neighborhood_Blueste  1    3714272 9.2489e+11 32197
## + Neighborhood_IDOTRR   1    1089773 9.2489e+11 32197
## 
## Step:  AIC=32188.12
## SalePrice ~ OverallQual + TotalSqftCalc + LotArea + Neighborhood_NridgHt + 
##     HouseAge + TotalFloorSF + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor + Neighborhood_Somerst + Neighborhood_GrnHill + 
##     Neighborhood_BrkSide + Neighborhood_CollgCr + Neighborhood_Timber + 
##     Neighborhood_NWAmes
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_Blmngtn  1 4237669944 9.1538e+11 32183
## + Neighborhood_BrDale   1 3872163673 9.1575e+11 32183
## + Neighborhood_OldTown  1 3034982175 9.1658e+11 32185
## + Neighborhood_SWISU    1 2064270453 9.1755e+11 32187
## + Neighborhood_NPkVill  1 1322731890 9.1829e+11 32188
## <none>                               9.1962e+11 32188
## + Neighborhood_SawyerW  1  716861072 9.1890e+11 32189
## + Neighborhood_ClearCr  1  556694557 9.1906e+11 32189
## + Neighborhood_Edwards  1  359974187 9.1926e+11 32189
## + Neighborhood_NAmes    1  322115990 9.1930e+11 32190
## + Neighborhood_Landmrk  1  172361030 9.1944e+11 32190
## + MiscVal               1   77619747 9.1954e+11 32190
## + Neighborhood_Greens   1   55669422 9.1956e+11 32190
## + Neighborhood_Sawyer   1   43709906 9.1957e+11 32190
## + Neighborhood_Gilbert  1   42259480 9.1958e+11 32190
## + Neighborhood_MeadowV  1   26634710 9.1959e+11 32190
## + Neighborhood_Mitchel  1   12789584 9.1960e+11 32190
## + Neighborhood_Blueste  1   11228832 9.1961e+11 32190
## + Neighborhood_IDOTRR   1    8467809 9.1961e+11 32190
## 
## Step:  AIC=32182.75
## SalePrice ~ OverallQual + TotalSqftCalc + LotArea + Neighborhood_NridgHt + 
##     HouseAge + TotalFloorSF + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor + Neighborhood_Somerst + Neighborhood_GrnHill + 
##     Neighborhood_BrkSide + Neighborhood_CollgCr + Neighborhood_Timber + 
##     Neighborhood_NWAmes + Neighborhood_Blmngtn
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_BrDale   1 3459909347 9.1192e+11 32179
## + Neighborhood_OldTown  1 2775582836 9.1260e+11 32180
## + Neighborhood_SWISU    1 2031949086 9.1335e+11 32181
## <none>                               9.1538e+11 32183
## + Neighborhood_NPkVill  1 1083595771 9.1430e+11 32183
## + Neighborhood_ClearCr  1  567604129 9.1481e+11 32184
## + Neighborhood_NAmes    1  436013925 9.1494e+11 32184
## + Neighborhood_SawyerW  1  426808640 9.1495e+11 32184
## + Neighborhood_Edwards  1  351096003 9.1503e+11 32184
## + Neighborhood_Gilbert  1  225378122 9.1515e+11 32184
## + Neighborhood_Landmrk  1  148215165 9.1523e+11 32184
## + MiscVal               1   87037318 9.1529e+11 32185
## + Neighborhood_Sawyer   1   62050601 9.1532e+11 32185
## + Neighborhood_Greens   1   20861426 9.1536e+11 32185
## + Neighborhood_IDOTRR   1    8902578 9.1537e+11 32185
## + Neighborhood_MeadowV  1    7649151 9.1537e+11 32185
## + Neighborhood_Blueste  1     919799 9.1538e+11 32185
## + Neighborhood_Mitchel  1      56425 9.1538e+11 32185
## 
## Step:  AIC=32178.72
## SalePrice ~ OverallQual + TotalSqftCalc + LotArea + Neighborhood_NridgHt + 
##     HouseAge + TotalFloorSF + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor + Neighborhood_Somerst + Neighborhood_GrnHill + 
##     Neighborhood_BrkSide + Neighborhood_CollgCr + Neighborhood_Timber + 
##     Neighborhood_NWAmes + Neighborhood_Blmngtn + Neighborhood_BrDale
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_OldTown  1 2487619683 9.0943e+11 32176
## + Neighborhood_SWISU    1 2182857797 9.0974e+11 32177
## + Neighborhood_NPkVill  1 1298165922 9.1062e+11 32178
## <none>                               9.1192e+11 32179
## + Neighborhood_SawyerW  1  577733930 9.1134e+11 32180
## + Neighborhood_ClearCr  1  504619389 9.1142e+11 32180
## + Neighborhood_Edwards  1  424520607 9.1150e+11 32180
## + Neighborhood_NAmes    1  285333583 9.1163e+11 32180
## + Neighborhood_Landmrk  1  167109477 9.1175e+11 32180
## + Neighborhood_Gilbert  1  115603955 9.1180e+11 32181
## + MiscVal               1   78716097 9.1184e+11 32181
## + Neighborhood_Greens   1   43212099 9.1188e+11 32181
## + Neighborhood_MeadowV  1   37251073 9.1188e+11 32181
## + Neighborhood_Sawyer   1   33703761 9.1189e+11 32181
## + Neighborhood_IDOTRR   1   25233886 9.1189e+11 32181
## + Neighborhood_Blueste  1    9250641 9.1191e+11 32181
## + Neighborhood_Mitchel  1    5430242 9.1191e+11 32181
## 
## Step:  AIC=32176.36
## SalePrice ~ OverallQual + TotalSqftCalc + LotArea + Neighborhood_NridgHt + 
##     HouseAge + TotalFloorSF + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor + Neighborhood_Somerst + Neighborhood_GrnHill + 
##     Neighborhood_BrkSide + Neighborhood_CollgCr + Neighborhood_Timber + 
##     Neighborhood_NWAmes + Neighborhood_Blmngtn + Neighborhood_BrDale + 
##     Neighborhood_OldTown
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_SWISU    1 1371090417 9.0806e+11 32176
## + Neighborhood_NPkVill  1 1180327255 9.0825e+11 32176
## <none>                               9.0943e+11 32176
## + Neighborhood_NAmes    1 1050344977 9.0838e+11 32177
## + Neighborhood_SawyerW  1  663946907 9.0877e+11 32177
## + Neighborhood_ClearCr  1  476345858 9.0896e+11 32178
## + Neighborhood_Landmrk  1  173800727 9.0926e+11 32178
## + Neighborhood_Sawyer   1  118163273 9.0931e+11 32178
## + Neighborhood_Edwards  1  117357491 9.0931e+11 32178
## + MiscVal               1  104525795 9.0933e+11 32178
## + Neighborhood_IDOTRR   1   91424723 9.0934e+11 32178
## + Neighborhood_Gilbert  1   38953178 9.0939e+11 32178
## + Neighborhood_Greens   1   34429092 9.0940e+11 32178
## + Neighborhood_MeadowV  1   18833385 9.0941e+11 32178
## + Neighborhood_Mitchel  1    9293433 9.0942e+11 32178
## + Neighborhood_Blueste  1    5520952 9.0943e+11 32178
## 
## Step:  AIC=32175.96
## SalePrice ~ OverallQual + TotalSqftCalc + LotArea + Neighborhood_NridgHt + 
##     HouseAge + TotalFloorSF + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor + Neighborhood_Somerst + Neighborhood_GrnHill + 
##     Neighborhood_BrkSide + Neighborhood_CollgCr + Neighborhood_Timber + 
##     Neighborhood_NWAmes + Neighborhood_Blmngtn + Neighborhood_BrDale + 
##     Neighborhood_OldTown + Neighborhood_SWISU
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_NPkVill  1 1273130389 9.0679e+11 32176
## <none>                               9.0806e+11 32176
## + Neighborhood_NAmes    1  691139630 9.0737e+11 32177
## + Neighborhood_SawyerW  1  669912529 9.0739e+11 32177
## + Neighborhood_ClearCr  1  482662602 9.0758e+11 32177
## + Neighborhood_Edwards  1  225628837 9.0784e+11 32178
## + Neighborhood_Landmrk  1  174547740 9.0789e+11 32178
## + MiscVal               1   89858197 9.0797e+11 32178
## + Neighborhood_Sawyer   1   75034493 9.0799e+11 32178
## + Neighborhood_Gilbert  1   55045138 9.0801e+11 32178
## + Neighborhood_Greens   1   45464189 9.0802e+11 32178
## + Neighborhood_MeadowV  1   30525521 9.0803e+11 32178
## + Neighborhood_IDOTRR   1   14161217 9.0805e+11 32178
## + Neighborhood_Mitchel  1   10531757 9.0805e+11 32178
## + Neighborhood_Blueste  1    8991286 9.0805e+11 32178
## 
## Step:  AIC=32175.72
## SalePrice ~ OverallQual + TotalSqftCalc + LotArea + Neighborhood_NridgHt + 
##     HouseAge + TotalFloorSF + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor + Neighborhood_Somerst + Neighborhood_GrnHill + 
##     Neighborhood_BrkSide + Neighborhood_CollgCr + Neighborhood_Timber + 
##     Neighborhood_NWAmes + Neighborhood_Blmngtn + Neighborhood_BrDale + 
##     Neighborhood_OldTown + Neighborhood_SWISU + Neighborhood_NPkVill
## 
##                        Df Sum of Sq        RSS   AIC
## <none>                              9.0679e+11 32176
## + Neighborhood_SawyerW  1 794917062 9.0599e+11 32176
## + Neighborhood_NAmes    1 530851580 9.0626e+11 32177
## + Neighborhood_ClearCr  1 464807107 9.0632e+11 32177
## + Neighborhood_Edwards  1 267545348 9.0652e+11 32177
## + Neighborhood_Landmrk  1 185947939 9.0660e+11 32177
## + MiscVal               1  81991145 9.0671e+11 32178
## + Neighborhood_Greens   1  70217408 9.0672e+11 32178
## + Neighborhood_MeadowV  1  53134126 9.0673e+11 32178
## + Neighborhood_Sawyer   1  53023327 9.0673e+11 32178
## + Neighborhood_Gilbert  1  25182951 9.0676e+11 32178
## + Neighborhood_Mitchel  1  21749364 9.0677e+11 32178
## + Neighborhood_Blueste  1  18388736 9.0677e+11 32178
## + Neighborhood_IDOTRR   1   4710940 9.0678e+11 32178
summary(forward.lm)
## 
## Call:
## lm(formula = SalePrice ~ OverallQual + TotalSqftCalc + LotArea + 
##     Neighborhood_NridgHt + HouseAge + TotalFloorSF + Neighborhood_NoRidge + 
##     Neighborhood_StoneBr + Neighborhood_Crawfor + Neighborhood_Somerst + 
##     Neighborhood_GrnHill + Neighborhood_BrkSide + Neighborhood_CollgCr + 
##     Neighborhood_Timber + Neighborhood_NWAmes + Neighborhood_Blmngtn + 
##     Neighborhood_BrDale + Neighborhood_OldTown + Neighborhood_SWISU + 
##     Neighborhood_NPkVill, data = train.clean)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -182110  -12500      -4   11697  173603 
## 
## Coefficients:
##                        Estimate Std. Error t value Pr(>|t|)    
## (Intercept)          -44740.053   4472.317 -10.004  < 2e-16 ***
## OverallQual           17882.533    732.220  24.422  < 2e-16 ***
## TotalSqftCalc            33.725      1.470  22.945  < 2e-16 ***
## LotArea                   1.922      0.142  13.533  < 2e-16 ***
## Neighborhood_NridgHt  50066.856   3374.573  14.837  < 2e-16 ***
## HouseAge               -310.046     35.310  -8.781  < 2e-16 ***
## TotalFloorSF             22.142      2.209  10.023  < 2e-16 ***
## Neighborhood_NoRidge  36847.281   3914.715   9.413  < 2e-16 ***
## Neighborhood_StoneBr  41280.029   5167.431   7.989 2.62e-15 ***
## Neighborhood_Crawfor  21491.506   3459.903   6.212 6.70e-10 ***
## Neighborhood_Somerst  20569.201   3302.949   6.228 6.07e-10 ***
## Neighborhood_GrnHill 110085.875  24065.301   4.574 5.15e-06 ***
## Neighborhood_BrkSide  12828.989   3326.767   3.856 0.000120 ***
## Neighborhood_CollgCr   8605.798   2301.943   3.738 0.000192 ***
## Neighborhood_Timber   17825.254   4666.197   3.820 0.000139 ***
## Neighborhood_NWAmes   -8462.917   2875.559  -2.943 0.003298 ** 
## Neighborhood_Blmngtn  16156.019   6685.906   2.416 0.015787 *  
## Neighborhood_BrDale  -14516.426   5848.978  -2.482 0.013173 *  
## Neighborhood_OldTown   4733.693   2880.741   1.643 0.100537    
## Neighborhood_SWISU    -7799.861   4894.638  -1.594 0.111237    
## Neighborhood_NPkVill  -9170.596   6170.916  -1.486 0.137453    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 24010 on 1573 degrees of freedom
## Multiple R-squared:  0.8837, Adjusted R-squared:  0.8822 
## F-statistic: 597.5 on 20 and 1573 DF,  p-value: < 2.2e-16
backward.lm <- stepAIC(object=upper.lm,direction=c('backward'));
## Start:  AIC=32195.06
## SalePrice ~ TotalFloorSF + HouseAge + OverallQual + LotArea + 
##     TotalSqftCalc + Neighborhood_Blmngtn + Neighborhood_Blueste + 
##     Neighborhood_BrDale + Neighborhood_BrkSide + Neighborhood_ClearCr + 
##     Neighborhood_CollgCr + Neighborhood_Crawfor + Neighborhood_Edwards + 
##     Neighborhood_Gilbert + Neighborhood_Greens + Neighborhood_GrnHill + 
##     Neighborhood_IDOTRR + Neighborhood_Landmrk + Neighborhood_MeadowV + 
##     Neighborhood_Mitchel + Neighborhood_NAmes + Neighborhood_NoRidge + 
##     Neighborhood_NPkVill + Neighborhood_NridgHt + Neighborhood_NWAmes + 
##     Neighborhood_OldTown + Neighborhood_Sawyer + Neighborhood_SawyerW + 
##     Neighborhood_Somerst + Neighborhood_StoneBr + Neighborhood_SWISU + 
##     Neighborhood_Timber + MiscVal
## 
##                        Df  Sum of Sq        RSS   AIC
## - Neighborhood_CollgCr  1 4.9039e+07 9.0306e+11 32193
## - MiscVal               1 6.4906e+07 9.0307e+11 32193
## - Neighborhood_BrkSide  1 1.0634e+08 9.0311e+11 32193
## - Neighborhood_Blmngtn  1 2.0510e+08 9.0321e+11 32193
## - Neighborhood_OldTown  1 2.5194e+08 9.0326e+11 32194
## - Neighborhood_Landmrk  1 5.5176e+08 9.0356e+11 32194
## - Neighborhood_Timber   1 5.6749e+08 9.0357e+11 32194
## - Neighborhood_Blueste  1 6.1956e+08 9.0363e+11 32194
## - Neighborhood_Greens   1 7.4327e+08 9.0375e+11 32194
## - Neighborhood_IDOTRR   1 8.2924e+08 9.0384e+11 32195
## - Neighborhood_Sawyer   1 1.0325e+09 9.0404e+11 32195
## - Neighborhood_NAmes    1 1.0915e+09 9.0410e+11 32195
## <none>                               9.0301e+11 32195
## - Neighborhood_Somerst  1 1.1848e+09 9.0419e+11 32195
## - Neighborhood_MeadowV  1 1.1933e+09 9.0420e+11 32195
## - Neighborhood_Gilbert  1 1.3320e+09 9.0434e+11 32195
## - Neighborhood_Mitchel  1 1.4357e+09 9.0444e+11 32196
## - Neighborhood_Crawfor  1 1.5871e+09 9.0459e+11 32196
## - Neighborhood_Edwards  1 1.6097e+09 9.0462e+11 32196
## - Neighborhood_ClearCr  1 1.7948e+09 9.0480e+11 32196
## - Neighborhood_SawyerW  1 2.2685e+09 9.0528e+11 32197
## - Neighborhood_SWISU    1 2.6678e+09 9.0567e+11 32198
## - Neighborhood_NPkVill  1 2.8341e+09 9.0584e+11 32198
## - Neighborhood_NWAmes   1 4.4663e+09 9.0747e+11 32201
## - Neighborhood_BrDale   1 4.7752e+09 9.0778e+11 32201
## - Neighborhood_NoRidge  1 8.1589e+09 9.1117e+11 32207
## - Neighborhood_StoneBr  1 9.0122e+09 9.1202e+11 32209
## - Neighborhood_GrnHill  1 9.3524e+09 9.1236e+11 32209
## - Neighborhood_NridgHt  1 1.9648e+10 9.2265e+11 32227
## - HouseAge              1 2.8624e+10 9.3163e+11 32243
## - TotalFloorSF          1 5.5709e+10 9.5872e+11 32288
## - LotArea               1 8.8533e+10 9.9154e+11 32342
## - TotalSqftCalc         1 2.7443e+11 1.1774e+12 32616
## - OverallQual           1 3.0500e+11 1.2080e+12 32657
## 
## Step:  AIC=32193.15
## SalePrice ~ TotalFloorSF + HouseAge + OverallQual + LotArea + 
##     TotalSqftCalc + Neighborhood_Blmngtn + Neighborhood_Blueste + 
##     Neighborhood_BrDale + Neighborhood_BrkSide + Neighborhood_ClearCr + 
##     Neighborhood_Crawfor + Neighborhood_Edwards + Neighborhood_Gilbert + 
##     Neighborhood_Greens + Neighborhood_GrnHill + Neighborhood_IDOTRR + 
##     Neighborhood_Landmrk + Neighborhood_MeadowV + Neighborhood_Mitchel + 
##     Neighborhood_NAmes + Neighborhood_NoRidge + Neighborhood_NPkVill + 
##     Neighborhood_NridgHt + Neighborhood_NWAmes + Neighborhood_OldTown + 
##     Neighborhood_Sawyer + Neighborhood_SawyerW + Neighborhood_Somerst + 
##     Neighborhood_StoneBr + Neighborhood_SWISU + Neighborhood_Timber + 
##     MiscVal
## 
##                        Df  Sum of Sq        RSS   AIC
## - MiscVal               1 6.3203e+07 9.0312e+11 32191
## - Neighborhood_OldTown  1 2.8454e+08 9.0334e+11 32192
## - Neighborhood_Landmrk  1 5.0439e+08 9.0356e+11 32192
## - Neighborhood_Blueste  1 6.1542e+08 9.0367e+11 32192
## - Neighborhood_Blmngtn  1 6.4700e+08 9.0370e+11 32192
## - Neighborhood_BrkSide  1 6.5927e+08 9.0372e+11 32192
## - Neighborhood_Greens   1 7.4854e+08 9.0380e+11 32192
## <none>                               9.0306e+11 32193
## - Neighborhood_IDOTRR   1 1.2331e+09 9.0429e+11 32193
## - Neighborhood_MeadowV  1 1.9003e+09 9.0496e+11 32194
## - Neighborhood_Timber   1 2.0698e+09 9.0513e+11 32195
## - Neighborhood_Sawyer   1 2.3994e+09 9.0546e+11 32195
## - Neighborhood_ClearCr  1 2.5718e+09 9.0563e+11 32196
## - Neighborhood_NAmes    1 3.6020e+09 9.0666e+11 32197
## - Neighborhood_Mitchel  1 3.7666e+09 9.0682e+11 32198
## - Neighborhood_Edwards  1 4.0769e+09 9.0713e+11 32198
## - Neighborhood_Gilbert  1 4.2942e+09 9.0735e+11 32199
## - Neighborhood_SWISU    1 4.3422e+09 9.0740e+11 32199
## - Neighborhood_NPkVill  1 4.3466e+09 9.0740e+11 32199
## - Neighborhood_Crawfor  1 5.6492e+09 9.0871e+11 32201
## - Neighborhood_Somerst  1 6.4600e+09 9.0952e+11 32203
## - Neighborhood_SawyerW  1 6.9872e+09 9.1004e+11 32203
## - Neighborhood_BrDale   1 8.0253e+09 9.1108e+11 32205
## - Neighborhood_GrnHill  1 1.0227e+10 9.1328e+11 32209
## - Neighborhood_NWAmes   1 1.4365e+10 9.1742e+11 32216
## - Neighborhood_StoneBr  1 2.2036e+10 9.2509e+11 32230
## - Neighborhood_NoRidge  1 2.6927e+10 9.2998e+11 32238
## - HouseAge              1 2.8719e+10 9.3177e+11 32241
## - TotalFloorSF          1 5.5782e+10 9.5884e+11 32287
## - Neighborhood_NridgHt  1 7.9326e+10 9.8238e+11 32325
## - LotArea               1 9.0273e+10 9.9333e+11 32343
## - TotalSqftCalc         1 2.7961e+11 1.1827e+12 32621
## - OverallQual           1 3.0719e+11 1.2103e+12 32658
## 
## Step:  AIC=32191.26
## SalePrice ~ TotalFloorSF + HouseAge + OverallQual + LotArea + 
##     TotalSqftCalc + Neighborhood_Blmngtn + Neighborhood_Blueste + 
##     Neighborhood_BrDale + Neighborhood_BrkSide + Neighborhood_ClearCr + 
##     Neighborhood_Crawfor + Neighborhood_Edwards + Neighborhood_Gilbert + 
##     Neighborhood_Greens + Neighborhood_GrnHill + Neighborhood_IDOTRR + 
##     Neighborhood_Landmrk + Neighborhood_MeadowV + Neighborhood_Mitchel + 
##     Neighborhood_NAmes + Neighborhood_NoRidge + Neighborhood_NPkVill + 
##     Neighborhood_NridgHt + Neighborhood_NWAmes + Neighborhood_OldTown + 
##     Neighborhood_Sawyer + Neighborhood_SawyerW + Neighborhood_Somerst + 
##     Neighborhood_StoneBr + Neighborhood_SWISU + Neighborhood_Timber
## 
##                        Df  Sum of Sq        RSS   AIC
## - Neighborhood_OldTown  1 2.8524e+08 9.0340e+11 32190
## - Neighborhood_Landmrk  1 5.0442e+08 9.0362e+11 32190
## - Neighborhood_Blueste  1 6.1608e+08 9.0374e+11 32190
## - Neighborhood_Blmngtn  1 6.4555e+08 9.0376e+11 32190
## - Neighborhood_BrkSide  1 6.6176e+08 9.0378e+11 32190
## - Neighborhood_Greens   1 7.5197e+08 9.0387e+11 32191
## <none>                               9.0312e+11 32191
## - Neighborhood_IDOTRR   1 1.2366e+09 9.0436e+11 32191
## - Neighborhood_MeadowV  1 1.8976e+09 9.0502e+11 32193
## - Neighborhood_Timber   1 2.0753e+09 9.0519e+11 32193
## - Neighborhood_Sawyer   1 2.3991e+09 9.0552e+11 32193
## - Neighborhood_ClearCr  1 2.5795e+09 9.0570e+11 32194
## - Neighborhood_NAmes    1 3.5607e+09 9.0668e+11 32196
## - Neighborhood_Mitchel  1 3.7634e+09 9.0688e+11 32196
## - Neighborhood_Edwards  1 4.0720e+09 9.0719e+11 32196
## - Neighborhood_Gilbert  1 4.2961e+09 9.0742e+11 32197
## - Neighborhood_SWISU    1 4.3473e+09 9.0747e+11 32197
## - Neighborhood_NPkVill  1 4.3504e+09 9.0747e+11 32197
## - Neighborhood_Crawfor  1 5.6596e+09 9.0878e+11 32199
## - Neighborhood_Somerst  1 6.4474e+09 9.0957e+11 32201
## - Neighborhood_SawyerW  1 6.9710e+09 9.1009e+11 32202
## - Neighborhood_BrDale   1 8.0276e+09 9.1115e+11 32203
## - Neighborhood_GrnHill  1 1.0224e+10 9.1334e+11 32207
## - Neighborhood_NWAmes   1 1.4367e+10 9.1749e+11 32214
## - Neighborhood_StoneBr  1 2.2010e+10 9.2513e+11 32228
## - Neighborhood_NoRidge  1 2.6903e+10 9.3002e+11 32236
## - HouseAge              1 2.8696e+10 9.3181e+11 32239
## - TotalFloorSF          1 5.5721e+10 9.5884e+11 32285
## - Neighborhood_NridgHt  1 7.9273e+10 9.8239e+11 32323
## - LotArea               1 9.0481e+10 9.9360e+11 32341
## - TotalSqftCalc         1 2.7969e+11 1.1828e+12 32619
## - OverallQual           1 3.0785e+11 1.2110e+12 32657
## 
## Step:  AIC=32189.76
## SalePrice ~ TotalFloorSF + HouseAge + OverallQual + LotArea + 
##     TotalSqftCalc + Neighborhood_Blmngtn + Neighborhood_Blueste + 
##     Neighborhood_BrDale + Neighborhood_BrkSide + Neighborhood_ClearCr + 
##     Neighborhood_Crawfor + Neighborhood_Edwards + Neighborhood_Gilbert + 
##     Neighborhood_Greens + Neighborhood_GrnHill + Neighborhood_IDOTRR + 
##     Neighborhood_Landmrk + Neighborhood_MeadowV + Neighborhood_Mitchel + 
##     Neighborhood_NAmes + Neighborhood_NoRidge + Neighborhood_NPkVill + 
##     Neighborhood_NridgHt + Neighborhood_NWAmes + Neighborhood_Sawyer + 
##     Neighborhood_SawyerW + Neighborhood_Somerst + Neighborhood_StoneBr + 
##     Neighborhood_SWISU + Neighborhood_Timber
## 
##                        Df  Sum of Sq        RSS   AIC
## - Neighborhood_Landmrk  1 4.7609e+08 9.0388e+11 32189
## - Neighborhood_Blueste  1 5.1465e+08 9.0392e+11 32189
## - Neighborhood_Greens   1 6.4627e+08 9.0405e+11 32189
## - Neighborhood_Blmngtn  1 7.2550e+08 9.0413e+11 32189
## - Neighborhood_IDOTRR   1 9.7632e+08 9.0438e+11 32189
## <none>                               9.0340e+11 32190
## - Neighborhood_MeadowV  1 1.6217e+09 9.0503e+11 32191
## - Neighborhood_Sawyer   1 2.1984e+09 9.0560e+11 32192
## - Neighborhood_ClearCr  1 2.3345e+09 9.0574e+11 32192
## - Neighborhood_Timber   1 2.3535e+09 9.0576e+11 32192
## - Neighborhood_BrkSide  1 2.3894e+09 9.0579e+11 32192
## - Neighborhood_Mitchel  1 3.4943e+09 9.0690e+11 32194
## - Neighborhood_Gilbert  1 4.0175e+09 9.0742e+11 32195
## - Neighborhood_NPkVill  1 4.0660e+09 9.0747e+11 32195
## - Neighborhood_NAmes    1 4.3421e+09 9.0775e+11 32195
## - Neighborhood_SWISU    1 4.4547e+09 9.0786e+11 32196
## - Neighborhood_Edwards  1 4.5053e+09 9.0791e+11 32196
## - Neighborhood_SawyerW  1 6.7242e+09 9.1013e+11 32200
## - Neighborhood_Somerst  1 7.0658e+09 9.1047e+11 32200
## - Neighborhood_BrDale   1 7.8153e+09 9.1122e+11 32201
## - Neighborhood_GrnHill  1 1.0321e+10 9.1373e+11 32206
## - Neighborhood_Crawfor  1 1.0523e+10 9.1393e+11 32206
## - Neighborhood_NWAmes   1 1.5425e+10 9.1883e+11 32215
## - Neighborhood_StoneBr  1 2.2925e+10 9.2633e+11 32228
## - Neighborhood_NoRidge  1 2.8769e+10 9.3217e+11 32238
## - TotalFloorSF          1 5.5496e+10 9.5890e+11 32283
## - HouseAge              1 6.9430e+10 9.7283e+11 32306
## - Neighborhood_NridgHt  1 8.1440e+10 9.8484e+11 32325
## - LotArea               1 9.3823e+10 9.9723e+11 32345
## - TotalSqftCalc         1 2.7977e+11 1.1832e+12 32618
## - OverallQual           1 3.0993e+11 1.2133e+12 32658
## 
## Step:  AIC=32188.6
## SalePrice ~ TotalFloorSF + HouseAge + OverallQual + LotArea + 
##     TotalSqftCalc + Neighborhood_Blmngtn + Neighborhood_Blueste + 
##     Neighborhood_BrDale + Neighborhood_BrkSide + Neighborhood_ClearCr + 
##     Neighborhood_Crawfor + Neighborhood_Edwards + Neighborhood_Gilbert + 
##     Neighborhood_Greens + Neighborhood_GrnHill + Neighborhood_IDOTRR + 
##     Neighborhood_MeadowV + Neighborhood_Mitchel + Neighborhood_NAmes + 
##     Neighborhood_NoRidge + Neighborhood_NPkVill + Neighborhood_NridgHt + 
##     Neighborhood_NWAmes + Neighborhood_Sawyer + Neighborhood_SawyerW + 
##     Neighborhood_Somerst + Neighborhood_StoneBr + Neighborhood_SWISU + 
##     Neighborhood_Timber
## 
##                        Df  Sum of Sq        RSS   AIC
## - Neighborhood_Blueste  1 5.0123e+08 9.0438e+11 32187
## - Neighborhood_Greens   1 6.3511e+08 9.0452e+11 32188
## - Neighborhood_Blmngtn  1 7.5305e+08 9.0463e+11 32188
## - Neighborhood_IDOTRR   1 9.5946e+08 9.0484e+11 32188
## <none>                               9.0388e+11 32189
## - Neighborhood_MeadowV  1 1.5766e+09 9.0546e+11 32189
## - Neighborhood_Sawyer   1 2.1477e+09 9.0603e+11 32190
## - Neighborhood_ClearCr  1 2.3232e+09 9.0620e+11 32191
## - Neighborhood_Timber   1 2.3963e+09 9.0628e+11 32191
## - Neighborhood_BrkSide  1 2.4290e+09 9.0631e+11 32191
## - Neighborhood_Mitchel  1 3.4217e+09 9.0730e+11 32193
## - Neighborhood_Gilbert  1 3.9174e+09 9.0780e+11 32193
## - Neighborhood_NPkVill  1 4.0124e+09 9.0789e+11 32194
## - Neighborhood_NAmes    1 4.2444e+09 9.0812e+11 32194
## - Neighborhood_SWISU    1 4.4206e+09 9.0830e+11 32194
## - Neighborhood_Edwards  1 4.4364e+09 9.0832e+11 32194
## - Neighborhood_SawyerW  1 6.6095e+09 9.1049e+11 32198
## - Neighborhood_Somerst  1 7.2224e+09 9.1110e+11 32199
## - Neighborhood_BrDale   1 7.7341e+09 9.1161e+11 32200
## - Neighborhood_GrnHill  1 1.0341e+10 9.1422e+11 32205
## - Neighborhood_Crawfor  1 1.0587e+10 9.1447e+11 32205
## - Neighborhood_NWAmes   1 1.5293e+10 9.1917e+11 32213
## - Neighborhood_StoneBr  1 2.3072e+10 9.2695e+11 32227
## - Neighborhood_NoRidge  1 2.8957e+10 9.3284e+11 32237
## - TotalFloorSF          1 5.5391e+10 9.5927e+11 32281
## - HouseAge              1 6.9082e+10 9.7296e+11 32304
## - Neighborhood_NridgHt  1 8.1908e+10 9.8579e+11 32325
## - LotArea               1 9.4394e+10 9.9827e+11 32345
## - TotalSqftCalc         1 2.8000e+11 1.1839e+12 32617
## - OverallQual           1 3.1022e+11 1.2141e+12 32657
## 
## Step:  AIC=32187.49
## SalePrice ~ TotalFloorSF + HouseAge + OverallQual + LotArea + 
##     TotalSqftCalc + Neighborhood_Blmngtn + Neighborhood_BrDale + 
##     Neighborhood_BrkSide + Neighborhood_ClearCr + Neighborhood_Crawfor + 
##     Neighborhood_Edwards + Neighborhood_Gilbert + Neighborhood_Greens + 
##     Neighborhood_GrnHill + Neighborhood_IDOTRR + Neighborhood_MeadowV + 
##     Neighborhood_Mitchel + Neighborhood_NAmes + Neighborhood_NoRidge + 
##     Neighborhood_NPkVill + Neighborhood_NridgHt + Neighborhood_NWAmes + 
##     Neighborhood_Sawyer + Neighborhood_SawyerW + Neighborhood_Somerst + 
##     Neighborhood_StoneBr + Neighborhood_SWISU + Neighborhood_Timber
## 
##                        Df  Sum of Sq        RSS   AIC
## - Neighborhood_Greens   1 5.9768e+08 9.0498e+11 32187
## - Neighborhood_Blmngtn  1 8.2326e+08 9.0520e+11 32187
## - Neighborhood_IDOTRR   1 9.0325e+08 9.0528e+11 32187
## <none>                               9.0438e+11 32187
## - Neighborhood_MeadowV  1 1.4808e+09 9.0586e+11 32188
## - Neighborhood_Sawyer   1 2.0369e+09 9.0642e+11 32189
## - Neighborhood_ClearCr  1 2.3087e+09 9.0669e+11 32190
## - Neighborhood_Timber   1 2.4891e+09 9.0687e+11 32190
## - Neighborhood_BrkSide  1 2.5626e+09 9.0694e+11 32190
## - Neighborhood_Mitchel  1 3.2818e+09 9.0766e+11 32191
## - Neighborhood_Gilbert  1 3.7381e+09 9.0812e+11 32192
## - Neighborhood_NPkVill  1 3.8763e+09 9.0826e+11 32192
## - Neighborhood_NAmes    1 4.0309e+09 9.0841e+11 32193
## - Neighborhood_Edwards  1 4.2844e+09 9.0867e+11 32193
## - Neighborhood_SWISU    1 4.3137e+09 9.0870e+11 32193
## - Neighborhood_SawyerW  1 6.3912e+09 9.1077e+11 32197
## - Neighborhood_BrDale   1 7.5381e+09 9.1192e+11 32199
## - Neighborhood_Somerst  1 7.6267e+09 9.1201e+11 32199
## - Neighborhood_GrnHill  1 1.0389e+10 9.1477e+11 32204
## - Neighborhood_Crawfor  1 1.0784e+10 9.1517e+11 32204
## - Neighborhood_NWAmes   1 1.5029e+10 9.1941e+11 32212
## - Neighborhood_StoneBr  1 2.3493e+10 9.2787e+11 32226
## - Neighborhood_NoRidge  1 2.9365e+10 9.3375e+11 32236
## - TotalFloorSF          1 5.5513e+10 9.5989e+11 32280
## - HouseAge              1 6.8741e+10 9.7312e+11 32302
## - Neighborhood_NridgHt  1 8.3230e+10 9.8761e+11 32326
## - LotArea               1 9.6819e+10 1.0012e+12 32348
## - TotalSqftCalc         1 2.8013e+11 1.1845e+12 32616
## - OverallQual           1 3.0978e+11 1.2142e+12 32655
## 
## Step:  AIC=32186.54
## SalePrice ~ TotalFloorSF + HouseAge + OverallQual + LotArea + 
##     TotalSqftCalc + Neighborhood_Blmngtn + Neighborhood_BrDale + 
##     Neighborhood_BrkSide + Neighborhood_ClearCr + Neighborhood_Crawfor + 
##     Neighborhood_Edwards + Neighborhood_Gilbert + Neighborhood_GrnHill + 
##     Neighborhood_IDOTRR + Neighborhood_MeadowV + Neighborhood_Mitchel + 
##     Neighborhood_NAmes + Neighborhood_NoRidge + Neighborhood_NPkVill + 
##     Neighborhood_NridgHt + Neighborhood_NWAmes + Neighborhood_Sawyer + 
##     Neighborhood_SawyerW + Neighborhood_Somerst + Neighborhood_StoneBr + 
##     Neighborhood_SWISU + Neighborhood_Timber
## 
##                        Df  Sum of Sq        RSS   AIC
## - Neighborhood_IDOTRR   1 8.4515e+08 9.0582e+11 32186
## - Neighborhood_Blmngtn  1 9.0328e+08 9.0588e+11 32186
## <none>                               9.0498e+11 32187
## - Neighborhood_MeadowV  1 1.4308e+09 9.0641e+11 32187
## - Neighborhood_Sawyer   1 1.9434e+09 9.0692e+11 32188
## - Neighborhood_ClearCr  1 2.2693e+09 9.0725e+11 32189
## - Neighborhood_Timber   1 2.6140e+09 9.0759e+11 32189
## - Neighborhood_BrkSide  1 2.6952e+09 9.0767e+11 32189
## - Neighborhood_Mitchel  1 3.1653e+09 9.0814e+11 32190
## - Neighborhood_Gilbert  1 3.6058e+09 9.0859e+11 32191
## - Neighborhood_NPkVill  1 3.7240e+09 9.0870e+11 32191
## - Neighborhood_NAmes    1 3.8246e+09 9.0880e+11 32191
## - Neighborhood_Edwards  1 4.1701e+09 9.0915e+11 32192
## - Neighborhood_SWISU    1 4.1943e+09 9.0917e+11 32192
## - Neighborhood_SawyerW  1 6.1930e+09 9.1117e+11 32195
## - Neighborhood_BrDale   1 7.3537e+09 9.1233e+11 32197
## - Neighborhood_Somerst  1 8.0873e+09 9.1307e+11 32199
## - Neighborhood_GrnHill  1 1.0460e+10 9.1544e+11 32203
## - Neighborhood_Crawfor  1 1.1055e+10 9.1603e+11 32204
## - Neighborhood_NWAmes   1 1.4728e+10 9.1971e+11 32210
## - Neighborhood_StoneBr  1 2.4219e+10 9.2920e+11 32227
## - Neighborhood_NoRidge  1 2.9936e+10 9.3492e+11 32236
## - TotalFloorSF          1 5.7599e+10 9.6258e+11 32283
## - HouseAge              1 6.9255e+10 9.7423e+11 32302
## - Neighborhood_NridgHt  1 8.5391e+10 9.9037e+11 32328
## - LotArea               1 9.8670e+10 1.0036e+12 32349
## - TotalSqftCalc         1 2.7977e+11 1.1847e+12 32614
## - OverallQual           1 3.1267e+11 1.2177e+12 32658
## 
## Step:  AIC=32186.03
## SalePrice ~ TotalFloorSF + HouseAge + OverallQual + LotArea + 
##     TotalSqftCalc + Neighborhood_Blmngtn + Neighborhood_BrDale + 
##     Neighborhood_BrkSide + Neighborhood_ClearCr + Neighborhood_Crawfor + 
##     Neighborhood_Edwards + Neighborhood_Gilbert + Neighborhood_GrnHill + 
##     Neighborhood_MeadowV + Neighborhood_Mitchel + Neighborhood_NAmes + 
##     Neighborhood_NoRidge + Neighborhood_NPkVill + Neighborhood_NridgHt + 
##     Neighborhood_NWAmes + Neighborhood_Sawyer + Neighborhood_SawyerW + 
##     Neighborhood_Somerst + Neighborhood_StoneBr + Neighborhood_SWISU + 
##     Neighborhood_Timber
## 
##                        Df  Sum of Sq        RSS   AIC
## - Neighborhood_Blmngtn  1 9.5938e+08 9.0678e+11 32186
## <none>                               9.0582e+11 32186
## - Neighborhood_MeadowV  1 1.2563e+09 9.0708e+11 32186
## - Neighborhood_Sawyer   1 1.6238e+09 9.0745e+11 32187
## - Neighborhood_ClearCr  1 2.1413e+09 9.0797e+11 32188
## - Neighborhood_Timber   1 2.7376e+09 9.0856e+11 32189
## - Neighborhood_Mitchel  1 2.8985e+09 9.0872e+11 32189
## - Neighborhood_NAmes    1 3.2187e+09 9.0904e+11 32190
## - Neighborhood_Gilbert  1 3.3978e+09 9.0922e+11 32190
## - Neighborhood_NPkVill  1 3.5046e+09 9.0933e+11 32190
## - Neighborhood_BrkSide  1 3.5075e+09 9.0933e+11 32190
## - Neighborhood_Edwards  1 3.6425e+09 9.0947e+11 32190
## - Neighborhood_SWISU    1 3.7592e+09 9.0958e+11 32191
## - Neighborhood_SawyerW  1 5.8885e+09 9.1171e+11 32194
## - Neighborhood_BrDale   1 7.0084e+09 9.1283e+11 32196
## - Neighborhood_Somerst  1 8.4086e+09 9.1423e+11 32199
## - Neighborhood_GrnHill  1 1.0506e+10 9.1633e+11 32202
## - Neighborhood_Crawfor  1 1.2327e+10 9.1815e+11 32206
## - Neighborhood_NWAmes   1 1.4135e+10 9.1996e+11 32209
## - Neighborhood_StoneBr  1 2.4573e+10 9.3040e+11 32227
## - Neighborhood_NoRidge  1 3.0344e+10 9.3617e+11 32237
## - TotalFloorSF          1 5.7814e+10 9.6364e+11 32283
## - HouseAge              1 7.6621e+10 9.8245e+11 32313
## - Neighborhood_NridgHt  1 8.6143e+10 9.9197e+11 32329
## - LotArea               1 9.9617e+10 1.0054e+12 32350
## - TotalSqftCalc         1 2.8048e+11 1.1863e+12 32614
## - OverallQual           1 3.1238e+11 1.2182e+12 32656
## 
## Step:  AIC=32185.71
## SalePrice ~ TotalFloorSF + HouseAge + OverallQual + LotArea + 
##     TotalSqftCalc + Neighborhood_BrDale + Neighborhood_BrkSide + 
##     Neighborhood_ClearCr + Neighborhood_Crawfor + Neighborhood_Edwards + 
##     Neighborhood_Gilbert + Neighborhood_GrnHill + Neighborhood_MeadowV + 
##     Neighborhood_Mitchel + Neighborhood_NAmes + Neighborhood_NoRidge + 
##     Neighborhood_NPkVill + Neighborhood_NridgHt + Neighborhood_NWAmes + 
##     Neighborhood_Sawyer + Neighborhood_SawyerW + Neighborhood_Somerst + 
##     Neighborhood_StoneBr + Neighborhood_SWISU + Neighborhood_Timber
## 
##                        Df  Sum of Sq        RSS   AIC
## <none>                               9.0678e+11 32186
## - Neighborhood_MeadowV  1 1.4150e+09 9.0820e+11 32186
## - Neighborhood_Sawyer   1 1.7884e+09 9.0857e+11 32187
## - Neighborhood_ClearCr  1 2.1860e+09 9.0897e+11 32188
## - Neighborhood_Timber   1 2.5082e+09 9.0929e+11 32188
## - Neighborhood_Mitchel  1 3.2223e+09 9.1001e+11 32189
## - Neighborhood_BrkSide  1 3.3721e+09 9.1016e+11 32190
## - Neighborhood_NAmes    1 3.5886e+09 9.1037e+11 32190
## - Neighborhood_NPkVill  1 3.7909e+09 9.1057e+11 32190
## - Neighborhood_Edwards  1 3.8484e+09 9.1063e+11 32190
## - Neighborhood_SWISU    1 3.8724e+09 9.1066e+11 32191
## - Neighborhood_Gilbert  1 3.9784e+09 9.1076e+11 32191
## - Neighborhood_SawyerW  1 6.5685e+09 9.1335e+11 32195
## - Neighborhood_BrDale   1 7.4351e+09 9.1422e+11 32197
## - Neighborhood_Somerst  1 7.7161e+09 9.1450e+11 32197
## - Neighborhood_GrnHill  1 1.0397e+10 9.1718e+11 32202
## - Neighborhood_Crawfor  1 1.2070e+10 9.1885e+11 32205
## - Neighborhood_NWAmes   1 1.4929e+10 9.2171e+11 32210
## - Neighborhood_StoneBr  1 2.3858e+10 9.3064e+11 32225
## - Neighborhood_NoRidge  1 2.9556e+10 9.3634e+11 32235
## - TotalFloorSF          1 5.8174e+10 9.6496e+11 32283
## - HouseAge              1 8.0875e+10 9.8766e+11 32320
## - Neighborhood_NridgHt  1 8.5327e+10 9.9211e+11 32327
## - LotArea               1 9.8759e+10 1.0055e+12 32349
## - TotalSqftCalc         1 2.7979e+11 1.1866e+12 32612
## - OverallQual           1 3.1584e+11 1.2226e+12 32660
summary(backward.lm)
## 
## Call:
## lm(formula = SalePrice ~ TotalFloorSF + HouseAge + OverallQual + 
##     LotArea + TotalSqftCalc + Neighborhood_BrDale + Neighborhood_BrkSide + 
##     Neighborhood_ClearCr + Neighborhood_Crawfor + Neighborhood_Edwards + 
##     Neighborhood_Gilbert + Neighborhood_GrnHill + Neighborhood_MeadowV + 
##     Neighborhood_Mitchel + Neighborhood_NAmes + Neighborhood_NoRidge + 
##     Neighborhood_NPkVill + Neighborhood_NridgHt + Neighborhood_NWAmes + 
##     Neighborhood_Sawyer + Neighborhood_SawyerW + Neighborhood_Somerst + 
##     Neighborhood_StoneBr + Neighborhood_SWISU + Neighborhood_Timber, 
##     data = train.clean)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -189575  -12405       8   11778  174018 
## 
## Coefficients:
##                        Estimate Std. Error t value Pr(>|t|)    
## (Intercept)          -3.586e+04  5.045e+03  -7.108 1.79e-12 ***
## TotalFloorSF          2.294e+01  2.288e+00  10.030  < 2e-16 ***
## HouseAge             -3.620e+02  3.061e+01 -11.826  < 2e-16 ***
## OverallQual           1.776e+04  7.599e+02  23.370  < 2e-16 ***
## LotArea               1.931e+00  1.478e-01  13.068  < 2e-16 ***
## TotalSqftCalc         3.334e+01  1.516e+00  21.996  < 2e-16 ***
## Neighborhood_BrDale  -2.118e+04  5.907e+03  -3.586 0.000347 ***
## Neighborhood_BrkSide  8.015e+03  3.319e+03   2.415 0.015859 *  
## Neighborhood_ClearCr -1.173e+04  6.035e+03  -1.944 0.052049 .  
## Neighborhood_Crawfor  1.595e+04  3.492e+03   4.568 5.30e-06 ***
## Neighborhood_Edwards -7.441e+03  2.884e+03  -2.580 0.009980 ** 
## Neighborhood_Gilbert -7.815e+03  2.980e+03  -2.623 0.008804 ** 
## Neighborhood_GrnHill  1.023e+05  2.412e+04   4.240 2.36e-05 ***
## Neighborhood_MeadowV -8.144e+03  5.206e+03  -1.564 0.117962    
## Neighborhood_Mitchel -7.850e+03  3.326e+03  -2.360 0.018373 *  
## Neighborhood_NAmes   -5.052e+03  2.028e+03  -2.491 0.012839 *  
## Neighborhood_NoRidge  2.877e+04  4.025e+03   7.149 1.34e-12 ***
## Neighborhood_NPkVill -1.593e+04  6.222e+03  -2.560 0.010551 *  
## Neighborhood_NridgHt  4.174e+04  3.436e+03  12.147  < 2e-16 ***
## Neighborhood_NWAmes  -1.544e+04  3.038e+03  -5.081 4.21e-07 ***
## Neighborhood_Sawyer  -5.514e+03  3.135e+03  -1.759 0.078850 .  
## Neighborhood_SawyerW -1.080e+04  3.205e+03  -3.370 0.000769 ***
## Neighborhood_Somerst  1.228e+04  3.362e+03   3.653 0.000268 ***
## Neighborhood_StoneBr  3.337e+04  5.196e+03   6.423 1.77e-10 ***
## Neighborhood_SWISU   -1.262e+04  4.877e+03  -2.588 0.009751 ** 
## Neighborhood_Timber   9.928e+03  4.767e+03   2.083 0.037452 *  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 24050 on 1568 degrees of freedom
## Multiple R-squared:  0.8837, Adjusted R-squared:  0.8818 
## F-statistic: 476.5 on 25 and 1568 DF,  p-value: < 2.2e-16
stepwise.lm <- stepAIC(object=sqft.lm,scope=list(upper=formula(upper.lm),lower=~1),
                       direction=c('both'));
## Start:  AIC=34233.98
## SalePrice ~ TotalFloorSF
## 
##                        Df  Sum of Sq        RSS   AIC
## + OverallQual           1 1.5397e+12 1.8382e+12 33266
## + HouseAge              1 1.0255e+12 2.3523e+12 33659
## + TotalSqftCalc         1 8.5670e+11 2.5212e+12 33770
## + Neighborhood_NridgHt  1 4.6143e+11 2.9164e+12 34002
## + Neighborhood_OldTown  1 2.4992e+11 3.1280e+12 34113
## + Neighborhood_StoneBr  1 1.3749e+11 3.2404e+12 34170
## + LotArea               1 1.1539e+11 3.2625e+12 34181
## + Neighborhood_Somerst  1 7.3760e+10 3.3041e+12 34201
## + Neighborhood_CollgCr  1 6.8057e+10 3.3098e+12 34204
## + Neighborhood_NoRidge  1 6.7772e+10 3.3101e+12 34204
## + Neighborhood_IDOTRR   1 5.6636e+10 3.3212e+12 34209
## + Neighborhood_SWISU    1 5.0122e+10 3.3278e+12 34212
## + Neighborhood_Edwards  1 4.9415e+10 3.3285e+12 34212
## + Neighborhood_Timber   1 4.2693e+10 3.3352e+12 34216
## + Neighborhood_BrkSide  1 3.5602e+10 3.3423e+12 34219
## + Neighborhood_MeadowV  1 2.5033e+10 3.3528e+12 34224
## + Neighborhood_GrnHill  1 2.2071e+10 3.3558e+12 34226
## + Neighborhood_NAmes    1 2.0439e+10 3.3574e+12 34226
## + Neighborhood_Greens   1 1.5520e+10 3.3624e+12 34229
## + Neighborhood_BrDale   1 1.5272e+10 3.3626e+12 34229
## + Neighborhood_NWAmes   1 1.1786e+10 3.3661e+12 34230
## + Neighborhood_Blmngtn  1 1.1476e+10 3.3664e+12 34231
## <none>                               3.3779e+12 34234
## + Neighborhood_ClearCr  1 4.0639e+09 3.3738e+12 34234
## + Neighborhood_SawyerW  1 2.7108e+09 3.3752e+12 34235
## + Neighborhood_Gilbert  1 2.4906e+09 3.3754e+12 34235
## + Neighborhood_Sawyer   1 2.2383e+09 3.3756e+12 34235
## + Neighborhood_NPkVill  1 9.9744e+08 3.3769e+12 34236
## + MiscVal               1 6.3077e+08 3.3772e+12 34236
## + Neighborhood_Landmrk  1 5.8368e+08 3.3773e+12 34236
## + Neighborhood_Blueste  1 1.1001e+08 3.3778e+12 34236
## + Neighborhood_Crawfor  1 7.8078e+07 3.3778e+12 34236
## + Neighborhood_Mitchel  1 4.2948e+06 3.3779e+12 34236
## - TotalFloorSF          1 4.4183e+12 7.7961e+12 35565
## 
## Step:  AIC=33266.09
## SalePrice ~ TotalFloorSF + OverallQual
## 
##                        Df  Sum of Sq        RSS   AIC
## + TotalSqftCalc         1 4.9736e+11 1.3408e+12 32765
## + HouseAge              1 1.8660e+11 1.6516e+12 33097
## + LotArea               1 1.7291e+11 1.6653e+12 33111
## + Neighborhood_NridgHt  1 1.0945e+11 1.7288e+12 33170
## + Neighborhood_OldTown  1 6.1690e+10 1.7765e+12 33214
## + Neighborhood_NoRidge  1 3.6172e+10 1.8020e+12 33236
## + Neighborhood_BrDale   1 2.8707e+10 1.8095e+12 33243
## + Neighborhood_IDOTRR   1 2.6940e+10 1.8113e+12 33245
## + Neighborhood_SWISU    1 2.3795e+10 1.8144e+12 33247
## + Neighborhood_StoneBr  1 1.8517e+10 1.8197e+12 33252
## + Neighborhood_GrnHill  1 1.5211e+10 1.8230e+12 33255
## + Neighborhood_Timber   1 1.2080e+10 1.8261e+12 33258
## + Neighborhood_NPkVill  1 1.1935e+10 1.8263e+12 33258
## + Neighborhood_NWAmes   1 1.0182e+10 1.8280e+12 33259
## + Neighborhood_Gilbert  1 8.6298e+09 1.8296e+12 33261
## + Neighborhood_CollgCr  1 5.7545e+09 1.8324e+12 33263
## + Neighborhood_SawyerW  1 5.2870e+09 1.8329e+12 33264
## + Neighborhood_Sawyer   1 5.1230e+09 1.8331e+12 33264
## + Neighborhood_BrkSide  1 4.8934e+09 1.8333e+12 33264
## + Neighborhood_NAmes    1 4.4692e+09 1.8337e+12 33264
## + Neighborhood_Mitchel  1 4.2743e+09 1.8339e+12 33264
## + Neighborhood_ClearCr  1 4.2467e+09 1.8340e+12 33264
## + Neighborhood_Blueste  1 3.7624e+09 1.8344e+12 33265
## + Neighborhood_Greens   1 2.8202e+09 1.8354e+12 33266
## <none>                               1.8382e+12 33266
## + Neighborhood_Crawfor  1 2.1145e+09 1.8361e+12 33266
## + Neighborhood_Landmrk  1 8.2031e+08 1.8374e+12 33267
## + Neighborhood_Blmngtn  1 7.3480e+08 1.8375e+12 33267
## + MiscVal               1 3.8782e+08 1.8378e+12 33268
## + Neighborhood_Somerst  1 2.2749e+08 1.8380e+12 33268
## + Neighborhood_Edwards  1 1.2369e+08 1.8381e+12 33268
## + Neighborhood_MeadowV  1 6.6259e+07 1.8381e+12 33268
## - TotalFloorSF          1 9.6193e+11 2.8001e+12 33935
## - OverallQual           1 1.5397e+12 3.3779e+12 34234
## 
## Step:  AIC=32765.2
## SalePrice ~ TotalFloorSF + OverallQual + TotalSqftCalc
## 
##                        Df  Sum of Sq        RSS   AIC
## + HouseAge              1 9.5353e+10 1.2455e+12 32650
## + LotArea               1 9.4127e+10 1.2467e+12 32651
## + Neighborhood_NridgHt  1 9.3821e+10 1.2470e+12 32652
## + Neighborhood_NWAmes   1 2.1550e+10 1.3193e+12 32741
## + Neighborhood_SWISU    1 1.8663e+10 1.3222e+12 32745
## + Neighborhood_NoRidge  1 1.7507e+10 1.3233e+12 32746
## + Neighborhood_OldTown  1 1.6184e+10 1.3247e+12 32748
## + Neighborhood_BrDale   1 1.5762e+10 1.3251e+12 32748
## + Neighborhood_NPkVill  1 1.2710e+10 1.3281e+12 32752
## + Neighborhood_GrnHill  1 9.7608e+09 1.3311e+12 32756
## + Neighborhood_StoneBr  1 8.7069e+09 1.3321e+12 32757
## + Neighborhood_IDOTRR   1 8.5088e+09 1.3323e+12 32757
## + Neighborhood_Greens   1 7.8873e+09 1.3330e+12 32758
## + Neighborhood_CollgCr  1 6.5616e+09 1.3343e+12 32759
## + Neighborhood_Timber   1 5.0588e+09 1.3358e+12 32761
## + Neighborhood_SawyerW  1 4.6382e+09 1.3362e+12 32762
## + Neighborhood_Crawfor  1 3.5935e+09 1.3372e+12 32763
## + Neighborhood_Somerst  1 3.4007e+09 1.3374e+12 32763
## + Neighborhood_Blueste  1 2.2684e+09 1.3386e+12 32765
## <none>                               1.3408e+12 32765
## + Neighborhood_NAmes    1 8.7733e+08 1.3400e+12 32766
## + Neighborhood_Edwards  1 5.5250e+08 1.3403e+12 32767
## + Neighborhood_Sawyer   1 5.0152e+08 1.3403e+12 32767
## + Neighborhood_Landmrk  1 4.8511e+08 1.3404e+12 32767
## + Neighborhood_MeadowV  1 4.1592e+08 1.3404e+12 32767
## + Neighborhood_ClearCr  1 1.5736e+08 1.3407e+12 32767
## + Neighborhood_Mitchel  1 1.2634e+08 1.3407e+12 32767
## + Neighborhood_Gilbert  1 7.7457e+07 1.3408e+12 32767
## + Neighborhood_Blmngtn  1 4.1365e+07 1.3408e+12 32767
## + MiscVal               1 1.3392e+07 1.3408e+12 32767
## + Neighborhood_BrkSide  1 3.3440e+03 1.3408e+12 32767
## - TotalFloorSF          1 7.9237e+10 1.4201e+12 32855
## - TotalSqftCalc         1 4.9736e+11 1.8382e+12 33266
## - OverallQual           1 1.1803e+12 2.5212e+12 33770
## 
## Step:  AIC=32649.62
## SalePrice ~ TotalFloorSF + OverallQual + TotalSqftCalc + HouseAge
## 
##                        Df  Sum of Sq        RSS   AIC
## + LotArea               1 1.0078e+11 1.1447e+12 32517
## + Neighborhood_NridgHt  1 8.1733e+10 1.1638e+12 32543
## + Neighborhood_NWAmes   1 2.2009e+10 1.2235e+12 32623
## + Neighborhood_BrDale   1 1.7379e+10 1.2281e+12 32629
## + Neighborhood_NoRidge  1 1.5391e+10 1.2301e+12 32632
## + Neighborhood_Crawfor  1 1.5194e+10 1.2303e+12 32632
## + Neighborhood_SawyerW  1 1.3940e+10 1.2315e+12 32634
## + Neighborhood_NPkVill  1 1.2685e+10 1.2328e+12 32635
## + Neighborhood_GrnHill  1 9.1682e+09 1.2363e+12 32640
## + Neighborhood_StoneBr  1 9.1255e+09 1.2364e+12 32640
## + Neighborhood_SWISU    1 7.5309e+09 1.2380e+12 32642
## + Neighborhood_Gilbert  1 6.0225e+09 1.2395e+12 32644
## + Neighborhood_BrkSide  1 5.2436e+09 1.2402e+12 32645
## + Neighborhood_Greens   1 4.8582e+09 1.2406e+12 32645
## + Neighborhood_MeadowV  1 3.2250e+09 1.2423e+12 32647
## + Neighborhood_Blueste  1 2.7719e+09 1.2427e+12 32648
## + Neighborhood_Timber   1 2.6280e+09 1.2429e+12 32648
## <none>                               1.2455e+12 32650
## + Neighborhood_Mitchel  1 9.9360e+08 1.2445e+12 32650
## + Neighborhood_Landmrk  1 9.2679e+08 1.2446e+12 32650
## + Neighborhood_Blmngtn  1 8.8949e+08 1.2446e+12 32650
## + Neighborhood_IDOTRR   1 7.3121e+08 1.2448e+12 32651
## + Neighborhood_OldTown  1 2.7684e+08 1.2452e+12 32651
## + Neighborhood_ClearCr  1 2.7251e+08 1.2452e+12 32651
## + Neighborhood_Sawyer   1 1.8565e+08 1.2453e+12 32651
## + Neighborhood_NAmes    1 1.3076e+08 1.2454e+12 32651
## + MiscVal               1 1.1618e+08 1.2454e+12 32651
## + Neighborhood_Edwards  1 1.1604e+08 1.2454e+12 32651
## + Neighborhood_Somerst  1 8.8930e+07 1.2454e+12 32652
## + Neighborhood_CollgCr  1 9.9330e+06 1.2455e+12 32652
## - HouseAge              1 9.5353e+10 1.3408e+12 32765
## - TotalFloorSF          1 1.1334e+11 1.3588e+12 32786
## - TotalSqftCalc         1 4.0611e+11 1.6516e+12 33097
## - OverallQual           1 6.2473e+11 1.8702e+12 33296
## 
## Step:  AIC=32517.12
## SalePrice ~ TotalFloorSF + OverallQual + TotalSqftCalc + HouseAge + 
##     LotArea
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_NridgHt  1 8.2643e+10 1.0621e+12 32400
## + Neighborhood_NWAmes   1 2.7574e+10 1.1171e+12 32480
## + Neighborhood_NoRidge  1 1.7446e+10 1.1273e+12 32495
## + Neighborhood_SawyerW  1 1.3241e+10 1.1315e+12 32501
## + Neighborhood_StoneBr  1 1.2649e+10 1.1321e+12 32501
## + Neighborhood_Crawfor  1 1.1980e+10 1.1327e+12 32502
## + Neighborhood_Gilbert  1 1.0932e+10 1.1338e+12 32504
## + Neighborhood_BrkSide  1 9.7861e+09 1.1349e+12 32505
## + Neighborhood_GrnHill  1 9.4574e+09 1.1353e+12 32506
## + Neighborhood_BrDale   1 7.6866e+09 1.1370e+12 32508
## + Neighborhood_NPkVill  1 5.2041e+09 1.1395e+12 32512
## + Neighborhood_SWISU    1 3.9835e+09 1.1407e+12 32514
## + Neighborhood_ClearCr  1 3.1106e+09 1.1416e+12 32515
## + Neighborhood_Somerst  1 2.5878e+09 1.1421e+12 32516
## + Neighborhood_Greens   1 2.4174e+09 1.1423e+12 32516
## + Neighborhood_Mitchel  1 2.3156e+09 1.1424e+12 32516
## + Neighborhood_OldTown  1 1.5383e+09 1.1432e+12 32517
## <none>                               1.1447e+12 32517
## + Neighborhood_NAmes    1 1.2451e+09 1.1435e+12 32517
## + Neighborhood_Timber   1 8.0103e+08 1.1439e+12 32518
## + Neighborhood_Blueste  1 6.6557e+08 1.1440e+12 32518
## + Neighborhood_Edwards  1 6.5542e+08 1.1441e+12 32518
## + Neighborhood_Landmrk  1 4.5926e+08 1.1443e+12 32518
## + Neighborhood_CollgCr  1 3.4621e+08 1.1444e+12 32519
## + Neighborhood_IDOTRR   1 1.9236e+08 1.1445e+12 32519
## + Neighborhood_Blmngtn  1 5.6753e+07 1.1447e+12 32519
## + Neighborhood_Sawyer   1 1.6303e+07 1.1447e+12 32519
## + MiscVal               1 6.3418e+06 1.1447e+12 32519
## + Neighborhood_MeadowV  1 3.2773e+05 1.1447e+12 32519
## - TotalFloorSF          1 8.0821e+10 1.2255e+12 32624
## - LotArea               1 1.0078e+11 1.2455e+12 32650
## - HouseAge              1 1.0200e+11 1.2467e+12 32651
## - TotalSqftCalc         1 3.3263e+11 1.4773e+12 32922
## - OverallQual           1 6.5384e+11 1.7985e+12 33235
## 
## Step:  AIC=32399.68
## SalePrice ~ TotalFloorSF + OverallQual + TotalSqftCalc + HouseAge + 
##     LotArea + Neighborhood_NridgHt
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_NoRidge  1 3.2298e+10 1.0298e+12 32352
## + Neighborhood_StoneBr  1 2.1241e+10 1.0408e+12 32369
## + Neighborhood_NWAmes   1 2.0744e+10 1.0413e+12 32370
## + Neighborhood_Crawfor  1 1.4492e+10 1.0476e+12 32380
## + Neighborhood_GrnHill  1 1.0290e+10 1.0518e+12 32386
## + Neighborhood_Somerst  1 9.0257e+09 1.0530e+12 32388
## + Neighborhood_BrkSide  1 8.5013e+09 1.0536e+12 32389
## + Neighborhood_SawyerW  1 8.2833e+09 1.0538e+12 32389
## + Neighborhood_BrDale   1 6.8372e+09 1.0552e+12 32391
## + Neighborhood_Gilbert  1 5.4237e+09 1.0566e+12 32394
## + Neighborhood_SWISU    1 4.0158e+09 1.0581e+12 32396
## + Neighborhood_NPkVill  1 3.9840e+09 1.0581e+12 32396
## + Neighborhood_Timber   1 2.5142e+09 1.0596e+12 32398
## + Neighborhood_ClearCr  1 2.0959e+09 1.0600e+12 32399
## + Neighborhood_Mitchel  1 1.4428e+09 1.0606e+12 32400
## <none>                               1.0621e+12 32400
## + Neighborhood_Greens   1 1.2696e+09 1.0608e+12 32400
## + Neighborhood_Edwards  1 1.0182e+09 1.0611e+12 32400
## + Neighborhood_NAmes    1 9.7665e+08 1.0611e+12 32400
## + Neighborhood_OldTown  1 6.9402e+08 1.0614e+12 32401
## + Neighborhood_Blmngtn  1 5.9906e+08 1.0615e+12 32401
## + Neighborhood_CollgCr  1 5.6011e+08 1.0615e+12 32401
## + Neighborhood_Blueste  1 4.0412e+08 1.0617e+12 32401
## + Neighborhood_Landmrk  1 3.7733e+08 1.0617e+12 32401
## + Neighborhood_IDOTRR   1 3.0325e+08 1.0618e+12 32401
## + Neighborhood_MeadowV  1 6.1751e+07 1.0620e+12 32402
## + Neighborhood_Sawyer   1 4.0802e+07 1.0620e+12 32402
## + MiscVal               1 5.4190e+06 1.0621e+12 32402
## - TotalFloorSF          1 8.1768e+10 1.1438e+12 32516
## - Neighborhood_NridgHt  1 8.2643e+10 1.1447e+12 32517
## - HouseAge              1 8.9444e+10 1.1515e+12 32527
## - LotArea               1 1.0169e+11 1.1638e+12 32543
## - TotalSqftCalc         1 3.2500e+11 1.3871e+12 32823
## - OverallQual           1 5.2910e+11 1.5912e+12 33042
## 
## Step:  AIC=32352.45
## SalePrice ~ TotalFloorSF + OverallQual + TotalSqftCalc + HouseAge + 
##     LotArea + Neighborhood_NridgHt + Neighborhood_NoRidge
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_StoneBr  1 2.6918e+10 1.0029e+12 32312
## + Neighborhood_Crawfor  1 1.7726e+10 1.0120e+12 32327
## + Neighborhood_NWAmes   1 1.5906e+10 1.0139e+12 32330
## + Neighborhood_Somerst  1 1.3171e+10 1.0166e+12 32334
## + Neighborhood_GrnHill  1 1.0756e+10 1.0190e+12 32338
## + Neighborhood_BrkSide  1 7.7240e+09 1.0220e+12 32342
## + Neighborhood_BrDale   1 7.1263e+09 1.0226e+12 32343
## + Neighborhood_SawyerW  1 5.5894e+09 1.0242e+12 32346
## + Neighborhood_Timber   1 3.9842e+09 1.0258e+12 32348
## + Neighborhood_NPkVill  1 3.7622e+09 1.0260e+12 32349
## + Neighborhood_SWISU    1 3.7226e+09 1.0260e+12 32349
## + Neighborhood_Gilbert  1 3.0691e+09 1.0267e+12 32350
## + Neighborhood_CollgCr  1 1.7915e+09 1.0280e+12 32352
## + Neighborhood_ClearCr  1 1.4527e+09 1.0283e+12 32352
## <none>                               1.0298e+12 32352
## + Neighborhood_Edwards  1 1.1498e+09 1.0286e+12 32353
## + Neighborhood_Greens   1 1.0849e+09 1.0287e+12 32353
## + Neighborhood_Mitchel  1 1.0110e+09 1.0288e+12 32353
## + Neighborhood_Blmngtn  1 9.2921e+08 1.0288e+12 32353
## + Neighborhood_NAmes    1 8.1409e+08 1.0290e+12 32353
## + Neighborhood_OldTown  1 7.0966e+08 1.0291e+12 32353
## + Neighborhood_IDOTRR   1 3.8044e+08 1.0294e+12 32354
## + Neighborhood_Blueste  1 3.7515e+08 1.0294e+12 32354
## + Neighborhood_Landmrk  1 3.5069e+08 1.0294e+12 32354
## + Neighborhood_MeadowV  1 1.5411e+08 1.0296e+12 32354
## + Neighborhood_Sawyer   1 1.0613e+08 1.0297e+12 32354
## + MiscVal               1 1.9347e+07 1.0298e+12 32354
## - Neighborhood_NoRidge  1 3.2298e+10 1.0621e+12 32400
## - TotalFloorSF          1 6.3551e+10 1.0933e+12 32446
## - HouseAge              1 8.5375e+10 1.1151e+12 32477
## - Neighborhood_NridgHt  1 9.7496e+10 1.1273e+12 32495
## - LotArea               1 1.0465e+11 1.1344e+12 32505
## - TotalSqftCalc         1 3.0574e+11 1.3355e+12 32765
## - OverallQual           1 5.1340e+11 1.5432e+12 32995
## 
## Step:  AIC=32312.23
## SalePrice ~ TotalFloorSF + OverallQual + TotalSqftCalc + HouseAge + 
##     LotArea + Neighborhood_NridgHt + Neighborhood_NoRidge + Neighborhood_StoneBr
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_Crawfor  1 1.9256e+10 9.8360e+11 32283
## + Neighborhood_Somerst  1 1.7940e+10 9.8491e+11 32285
## + Neighborhood_NWAmes   1 1.3613e+10 9.8924e+11 32292
## + Neighborhood_GrnHill  1 1.1195e+10 9.9166e+11 32296
## + Neighborhood_BrkSide  1 7.5394e+09 9.9531e+11 32302
## + Neighborhood_BrDale   1 6.6281e+09 9.9622e+11 32304
## + Neighborhood_Timber   1 5.1864e+09 9.9767e+11 32306
## + Neighborhood_SawyerW  1 4.2916e+09 9.9856e+11 32307
## + Neighborhood_SWISU    1 3.5279e+09 9.9932e+11 32309
## + Neighborhood_CollgCr  1 3.4518e+09 9.9940e+11 32309
## + Neighborhood_NPkVill  1 3.1386e+09 9.9971e+11 32309
## + Neighborhood_Gilbert  1 2.1138e+09 1.0007e+12 32311
## + Neighborhood_Blmngtn  1 1.4661e+09 1.0014e+12 32312
## + Neighborhood_Edwards  1 1.3376e+09 1.0015e+12 32312
## <none>                               1.0029e+12 32312
## + Neighborhood_ClearCr  1 1.2326e+09 1.0016e+12 32312
## + Neighborhood_Mitchel  1 7.9874e+08 1.0021e+12 32313
## + Neighborhood_NAmes    1 6.5876e+08 1.0022e+12 32313
## + Neighborhood_Greens   1 6.3892e+08 1.0022e+12 32313
## + Neighborhood_OldTown  1 5.7178e+08 1.0023e+12 32313
## + Neighborhood_IDOTRR   1 3.8951e+08 1.0025e+12 32314
## + Neighborhood_Landmrk  1 3.1936e+08 1.0025e+12 32314
## + Neighborhood_Blueste  1 2.6522e+08 1.0026e+12 32314
## + Neighborhood_MeadowV  1 2.1695e+08 1.0026e+12 32314
## + Neighborhood_Sawyer   1 1.2651e+08 1.0027e+12 32314
## + MiscVal               1 4.3262e+07 1.0028e+12 32314
## - Neighborhood_StoneBr  1 2.6918e+10 1.0298e+12 32352
## - Neighborhood_NoRidge  1 3.7975e+10 1.0408e+12 32369
## - TotalFloorSF          1 6.7347e+10 1.0702e+12 32414
## - HouseAge              1 8.5151e+10 1.0880e+12 32440
## - Neighborhood_NridgHt  1 1.0925e+11 1.1121e+12 32475
## - LotArea               1 1.1039e+11 1.1132e+12 32477
## - TotalSqftCalc         1 2.8943e+11 1.2923e+12 32714
## - OverallQual           1 4.5549e+11 1.4583e+12 32907
## 
## Step:  AIC=32283.33
## SalePrice ~ TotalFloorSF + OverallQual + TotalSqftCalc + HouseAge + 
##     LotArea + Neighborhood_NridgHt + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_Somerst  1 1.8710e+10 9.6489e+11 32255
## + Neighborhood_NWAmes   1 1.1554e+10 9.7204e+11 32266
## + Neighborhood_GrnHill  1 1.1288e+10 9.7231e+11 32267
## + Neighborhood_BrkSide  1 9.6918e+09 9.7391e+11 32270
## + Neighborhood_BrDale   1 6.5451e+09 9.7705e+11 32275
## + Neighborhood_Timber   1 5.7515e+09 9.7785e+11 32276
## + Neighborhood_CollgCr  1 3.8200e+09 9.7978e+11 32279
## + Neighborhood_SawyerW  1 3.7836e+09 9.7981e+11 32279
## + Neighborhood_NPkVill  1 2.9910e+09 9.8061e+11 32280
## + Neighborhood_SWISU    1 2.6125e+09 9.8098e+11 32281
## + Neighborhood_OldTown  1 2.4553e+09 9.8114e+11 32281
## + Neighborhood_Gilbert  1 1.8315e+09 9.8177e+11 32282
## + Neighborhood_Blmngtn  1 1.4578e+09 9.8214e+11 32283
## <none>                               9.8360e+11 32283
## + Neighborhood_ClearCr  1 8.6420e+08 9.8273e+11 32284
## + Neighborhood_Edwards  1 8.3221e+08 9.8277e+11 32284
## + Neighborhood_Mitchel  1 6.6993e+08 9.8293e+11 32284
## + Neighborhood_Greens   1 5.3689e+08 9.8306e+11 32284
## + Neighborhood_Landmrk  1 3.2796e+08 9.8327e+11 32285
## + Neighborhood_MeadowV  1 2.8132e+08 9.8332e+11 32285
## + Neighborhood_Blueste  1 2.5532e+08 9.8334e+11 32285
## + Neighborhood_NAmes    1 1.4625e+08 9.8345e+11 32285
## + Neighborhood_IDOTRR   1 9.1956e+07 9.8351e+11 32285
## + Neighborhood_Sawyer   1 5.2778e+07 9.8354e+11 32285
## + MiscVal               1 3.8733e+07 9.8356e+11 32285
## - Neighborhood_Crawfor  1 1.9256e+10 1.0029e+12 32312
## - Neighborhood_StoneBr  1 2.8447e+10 1.0120e+12 32327
## - Neighborhood_NoRidge  1 4.1772e+10 1.0254e+12 32348
## - TotalFloorSF          1 6.3844e+10 1.0474e+12 32382
## - HouseAge              1 9.7933e+10 1.0815e+12 32433
## - LotArea               1 1.0656e+11 1.0902e+12 32445
## - Neighborhood_NridgHt  1 1.1378e+11 1.0974e+12 32456
## - TotalSqftCalc         1 2.8654e+11 1.2701e+12 32689
## - OverallQual           1 4.3717e+11 1.4208e+12 32867
## 
## Step:  AIC=32254.71
## SalePrice ~ TotalFloorSF + OverallQual + TotalSqftCalc + HouseAge + 
##     LotArea + Neighborhood_NridgHt + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor + Neighborhood_Somerst
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_GrnHill  1 1.1720e+10 9.5317e+11 32237
## + Neighborhood_BrkSide  1 9.6412e+09 9.5525e+11 32241
## + Neighborhood_NWAmes   1 9.4502e+09 9.5544e+11 32241
## + Neighborhood_CollgCr  1 8.5948e+09 9.5629e+11 32242
## + Neighborhood_Timber   1 7.4963e+09 9.5739e+11 32244
## + Neighborhood_BrDale   1 5.2449e+09 9.5964e+11 32248
## + Neighborhood_Blmngtn  1 2.7044e+09 9.6218e+11 32252
## + Neighborhood_SWISU    1 2.5433e+09 9.6234e+11 32253
## + Neighborhood_NPkVill  1 2.1305e+09 9.6276e+11 32253
## + Neighborhood_SawyerW  1 2.0616e+09 9.6283e+11 32253
## + Neighborhood_OldTown  1 1.9084e+09 9.6298e+11 32254
## <none>                               9.6489e+11 32255
## + Neighborhood_Edwards  1 9.1568e+08 9.6397e+11 32255
## + Neighborhood_ClearCr  1 8.6794e+08 9.6402e+11 32255
## + Neighborhood_Gilbert  1 4.1101e+08 9.6448e+11 32256
## + Neighborhood_Mitchel  1 3.4477e+08 9.6454e+11 32256
## + Neighborhood_Landmrk  1 2.4607e+08 9.6464e+11 32256
## + Neighborhood_Greens   1 2.4279e+08 9.6464e+11 32256
## + Neighborhood_MeadowV  1 1.7475e+08 9.6471e+11 32256
## + Neighborhood_Blueste  1 9.7968e+07 9.6479e+11 32257
## + Neighborhood_IDOTRR   1 9.4557e+07 9.6479e+11 32257
## + MiscVal               1 6.8956e+07 9.6482e+11 32257
## + Neighborhood_NAmes    1 6.7034e+07 9.6482e+11 32257
## + Neighborhood_Sawyer   1 4.0952e+07 9.6485e+11 32257
## - Neighborhood_Somerst  1 1.8710e+10 9.8360e+11 32283
## - Neighborhood_Crawfor  1 2.0025e+10 9.8491e+11 32285
## - Neighborhood_StoneBr  1 3.3477e+10 9.9837e+11 32307
## - Neighborhood_NoRidge  1 4.8023e+10 1.0129e+12 32330
## - TotalFloorSF          1 5.9477e+10 1.0244e+12 32348
## - HouseAge              1 8.1726e+10 1.0466e+12 32382
## - LotArea               1 1.1726e+11 1.0822e+12 32436
## - Neighborhood_NridgHt  1 1.2700e+11 1.0919e+12 32450
## - TotalSqftCalc         1 2.9755e+11 1.2624e+12 32681
## - OverallQual           1 3.8833e+11 1.3532e+12 32792
## 
## Step:  AIC=32237.23
## SalePrice ~ TotalFloorSF + OverallQual + TotalSqftCalc + HouseAge + 
##     LotArea + Neighborhood_NridgHt + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor + Neighborhood_Somerst + Neighborhood_GrnHill
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_BrkSide  1 9.5821e+09 9.4359e+11 32223
## + Neighborhood_NWAmes   1 9.1874e+09 9.4398e+11 32224
## + Neighborhood_CollgCr  1 9.0659e+09 9.4410e+11 32224
## + Neighborhood_Timber   1 7.7125e+09 9.4545e+11 32226
## + Neighborhood_BrDale   1 5.1934e+09 9.4797e+11 32231
## + Neighborhood_Blmngtn  1 2.7987e+09 9.5037e+11 32235
## + Neighborhood_SWISU    1 2.5378e+09 9.5063e+11 32235
## + Neighborhood_NPkVill  1 2.0662e+09 9.5110e+11 32236
## + Neighborhood_SawyerW  1 1.9398e+09 9.5123e+11 32236
## + Neighborhood_OldTown  1 1.8213e+09 9.5135e+11 32236
## <none>                               9.5317e+11 32237
## + Neighborhood_Edwards  1 9.0272e+08 9.5226e+11 32238
## + Neighborhood_ClearCr  1 8.3200e+08 9.5234e+11 32238
## + Neighborhood_Gilbert  1 3.6354e+08 9.5280e+11 32239
## + Neighborhood_Mitchel  1 3.0542e+08 9.5286e+11 32239
## + Neighborhood_Landmrk  1 2.4189e+08 9.5293e+11 32239
## + Neighborhood_Greens   1 2.1573e+08 9.5295e+11 32239
## + Neighborhood_MeadowV  1 1.6731e+08 9.5300e+11 32239
## + Neighborhood_IDOTRR   1 1.0099e+08 9.5307e+11 32239
## + Neighborhood_Blueste  1 9.0733e+07 9.5308e+11 32239
## + MiscVal               1 7.5497e+07 9.5309e+11 32239
## + Neighborhood_NAmes    1 4.5785e+07 9.5312e+11 32239
## + Neighborhood_Sawyer   1 3.3506e+07 9.5313e+11 32239
## - Neighborhood_GrnHill  1 1.1720e+10 9.6489e+11 32255
## - Neighborhood_Somerst  1 1.9142e+10 9.7231e+11 32267
## - Neighborhood_Crawfor  1 2.0131e+10 9.7330e+11 32269
## - Neighborhood_StoneBr  1 3.4042e+10 9.8721e+11 32291
## - Neighborhood_NoRidge  1 4.8755e+10 1.0019e+12 32315
## - TotalFloorSF          1 6.0722e+10 1.0139e+12 32334
## - HouseAge              1 8.0932e+10 1.0341e+12 32365
## - LotArea               1 1.1783e+11 1.0710e+12 32421
## - Neighborhood_NridgHt  1 1.2852e+11 1.0817e+12 32437
## - TotalSqftCalc         1 2.9326e+11 1.2464e+12 32663
## - OverallQual           1 3.8621e+11 1.3394e+12 32777
## 
## Step:  AIC=32223.13
## SalePrice ~ TotalFloorSF + OverallQual + TotalSqftCalc + HouseAge + 
##     LotArea + Neighborhood_NridgHt + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor + Neighborhood_Somerst + Neighborhood_GrnHill + 
##     Neighborhood_BrkSide
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_CollgCr  1 8.8190e+09 9.3477e+11 32210
## + Neighborhood_NWAmes   1 8.6636e+09 9.3492e+11 32210
## + Neighborhood_Timber   1 7.4909e+09 9.3609e+11 32212
## + Neighborhood_OldTown  1 5.2160e+09 9.3837e+11 32216
## + Neighborhood_BrDale   1 4.6039e+09 9.3898e+11 32217
## + Neighborhood_Blmngtn  1 2.8337e+09 9.4075e+11 32220
## + Neighborhood_SawyerW  1 1.9358e+09 9.4165e+11 32222
## + Neighborhood_NPkVill  1 1.7887e+09 9.4180e+11 32222
## + Neighborhood_SWISU    1 1.7423e+09 9.4184e+11 32222
## <none>                               9.4359e+11 32223
## + Neighborhood_ClearCr  1 8.4584e+08 9.4274e+11 32224
## + Neighborhood_Gilbert  1 4.2992e+08 9.4316e+11 32224
## + Neighborhood_Edwards  1 4.2772e+08 9.4316e+11 32224
## + Neighborhood_Mitchel  1 2.6760e+08 9.4332e+11 32225
## + Neighborhood_Landmrk  1 2.3444e+08 9.4335e+11 32225
## + Neighborhood_Greens   1 1.6571e+08 9.4342e+11 32225
## + Neighborhood_MeadowV  1 8.0749e+07 9.4350e+11 32225
## + MiscVal               1 7.9664e+07 9.4351e+11 32225
## + Neighborhood_Blueste  1 5.9796e+07 9.4353e+11 32225
## + Neighborhood_NAmes    1 5.4640e+07 9.4353e+11 32225
## + Neighborhood_IDOTRR   1 3.8993e+06 9.4358e+11 32225
## + Neighborhood_Sawyer   1 1.5583e+05 9.4359e+11 32225
## - Neighborhood_BrkSide  1 9.5821e+09 9.5317e+11 32237
## - Neighborhood_GrnHill  1 1.1661e+10 9.5525e+11 32241
## - Neighborhood_Somerst  1 1.9090e+10 9.6267e+11 32253
## - Neighborhood_Crawfor  1 2.2312e+10 9.6590e+11 32258
## - Neighborhood_StoneBr  1 3.3900e+10 9.7749e+11 32277
## - Neighborhood_NoRidge  1 4.7923e+10 9.9151e+11 32300
## - TotalFloorSF          1 6.0349e+10 1.0039e+12 32320
## - HouseAge              1 8.9818e+10 1.0334e+12 32366
## - LotArea               1 1.2235e+11 1.0659e+12 32415
## - Neighborhood_NridgHt  1 1.2681e+11 1.0704e+12 32422
## - TotalSqftCalc         1 2.9746e+11 1.2410e+12 32658
## - OverallQual           1 3.8086e+11 1.3244e+12 32762
## 
## Step:  AIC=32210.16
## SalePrice ~ TotalFloorSF + OverallQual + TotalSqftCalc + HouseAge + 
##     LotArea + Neighborhood_NridgHt + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor + Neighborhood_Somerst + Neighborhood_GrnHill + 
##     Neighborhood_BrkSide + Neighborhood_CollgCr
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_Timber   1 9.8755e+09 9.2489e+11 32195
## + Neighborhood_NWAmes   1 6.5945e+09 9.2817e+11 32201
## + Neighborhood_Blmngtn  1 4.0826e+09 9.3068e+11 32205
## + Neighborhood_OldTown  1 4.0576e+09 9.3071e+11 32205
## + Neighborhood_BrDale   1 3.8492e+09 9.3092e+11 32206
## + Neighborhood_SWISU    1 1.8262e+09 9.3294e+11 32209
## + Neighborhood_NPkVill  1 1.3188e+09 9.3345e+11 32210
## <none>                               9.3477e+11 32210
## + Neighborhood_SawyerW  1 7.2244e+08 9.3404e+11 32211
## + Neighborhood_ClearCr  1 5.5521e+08 9.3421e+11 32211
## + Neighborhood_NAmes    1 4.4797e+08 9.3432e+11 32211
## + Neighborhood_Edwards  1 2.6237e+08 9.3450e+11 32212
## + Neighborhood_Landmrk  1 1.7473e+08 9.3459e+11 32212
## + MiscVal               1 9.9012e+07 9.3467e+11 32212
## + Neighborhood_Greens   1 6.5390e+07 9.3470e+11 32212
## + Neighborhood_Sawyer   1 5.9870e+07 9.3471e+11 32212
## + Neighborhood_Gilbert  1 2.1628e+07 9.3474e+11 32212
## + Neighborhood_MeadowV  1 1.6898e+07 9.3475e+11 32212
## + Neighborhood_Mitchel  1 1.3167e+07 9.3475e+11 32212
## + Neighborhood_Blueste  1 1.2066e+07 9.3475e+11 32212
## + Neighborhood_IDOTRR   1 5.6513e+04 9.3477e+11 32212
## - Neighborhood_CollgCr  1 8.8190e+09 9.4359e+11 32223
## - Neighborhood_BrkSide  1 9.3353e+09 9.4410e+11 32224
## - Neighborhood_GrnHill  1 1.2125e+10 9.4689e+11 32229
## - Neighborhood_Crawfor  1 2.3023e+10 9.5779e+11 32247
## - Neighborhood_Somerst  1 2.3986e+10 9.5875e+11 32249
## - Neighborhood_StoneBr  1 3.7793e+10 9.7256e+11 32271
## - Neighborhood_NoRidge  1 5.2874e+10 9.8764e+11 32296
## - TotalFloorSF          1 6.0320e+10 9.9509e+11 32308
## - HouseAge              1 6.5409e+10 1.0002e+12 32316
## - LotArea               1 1.2152e+11 1.0563e+12 32403
## - Neighborhood_NridgHt  1 1.3536e+11 1.0701e+12 32424
## - TotalSqftCalc         1 3.0291e+11 1.2377e+12 32656
## - OverallQual           1 3.6641e+11 1.3012e+12 32735
## 
## Step:  AIC=32195.23
## SalePrice ~ TotalFloorSF + OverallQual + TotalSqftCalc + HouseAge + 
##     LotArea + Neighborhood_NridgHt + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor + Neighborhood_Somerst + Neighborhood_GrnHill + 
##     Neighborhood_BrkSide + Neighborhood_CollgCr + Neighborhood_Timber
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_NWAmes   1 5.2734e+09 9.1962e+11 32188
## + Neighborhood_Blmngtn  1 4.7277e+09 9.2016e+11 32189
## + Neighborhood_BrDale   1 3.6712e+09 9.2122e+11 32191
## + Neighborhood_OldTown  1 3.5114e+09 9.2138e+11 32191
## + Neighborhood_SWISU    1 1.8589e+09 9.2303e+11 32194
## <none>                               9.2489e+11 32195
## + Neighborhood_NPkVill  1 1.1465e+09 9.2374e+11 32195
## + Neighborhood_NAmes    1 8.3265e+08 9.2406e+11 32196
## + Neighborhood_Gilbert  1 3.4078e+08 9.2455e+11 32197
## + Neighborhood_ClearCr  1 3.3288e+08 9.2456e+11 32197
## + Neighborhood_SawyerW  1 2.9073e+08 9.2460e+11 32197
## + Neighborhood_Edwards  1 2.0442e+08 9.2469e+11 32197
## + Neighborhood_Landmrk  1 1.5481e+08 9.2474e+11 32197
## + Neighborhood_Sawyer   1 1.2176e+08 9.2477e+11 32197
## + MiscVal               1 9.7482e+07 9.2479e+11 32197
## + Neighborhood_Greens   1 2.5717e+07 9.2486e+11 32197
## + Neighborhood_MeadowV  1 1.6836e+07 9.2487e+11 32197
## + Neighborhood_Mitchel  1 1.0795e+07 9.2488e+11 32197
## + Neighborhood_Blueste  1 3.7143e+06 9.2489e+11 32197
## + Neighborhood_IDOTRR   1 1.0898e+06 9.2489e+11 32197
## - Neighborhood_BrkSide  1 9.0494e+09 9.3394e+11 32209
## - Neighborhood_Timber   1 9.8755e+09 9.3477e+11 32210
## - Neighborhood_CollgCr  1 1.1204e+10 9.3609e+11 32212
## - Neighborhood_GrnHill  1 1.2442e+10 9.3733e+11 32215
## - Neighborhood_Crawfor  1 2.3956e+10 9.4885e+11 32234
## - Neighborhood_Somerst  1 2.6981e+10 9.5187e+11 32239
## - Neighborhood_StoneBr  1 4.0666e+10 9.6556e+11 32262
## - Neighborhood_NoRidge  1 5.7169e+10 9.8206e+11 32289
## - HouseAge              1 5.8697e+10 9.8359e+11 32291
## - TotalFloorSF          1 6.1241e+10 9.8613e+11 32295
## - LotArea               1 1.1694e+11 1.0418e+12 32383
## - Neighborhood_NridgHt  1 1.4272e+11 1.0676e+12 32422
## - TotalSqftCalc         1 2.9956e+11 1.2245e+12 32640
## - OverallQual           1 3.5332e+11 1.2782e+12 32709
## 
## Step:  AIC=32188.12
## SalePrice ~ TotalFloorSF + OverallQual + TotalSqftCalc + HouseAge + 
##     LotArea + Neighborhood_NridgHt + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor + Neighborhood_Somerst + Neighborhood_GrnHill + 
##     Neighborhood_BrkSide + Neighborhood_CollgCr + Neighborhood_Timber + 
##     Neighborhood_NWAmes
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_Blmngtn  1 4.2377e+09 9.1538e+11 32183
## + Neighborhood_BrDale   1 3.8722e+09 9.1575e+11 32183
## + Neighborhood_OldTown  1 3.0350e+09 9.1658e+11 32185
## + Neighborhood_SWISU    1 2.0643e+09 9.1755e+11 32187
## + Neighborhood_NPkVill  1 1.3227e+09 9.1829e+11 32188
## <none>                               9.1962e+11 32188
## + Neighborhood_SawyerW  1 7.1686e+08 9.1890e+11 32189
## + Neighborhood_ClearCr  1 5.5669e+08 9.1906e+11 32189
## + Neighborhood_Edwards  1 3.5997e+08 9.1926e+11 32189
## + Neighborhood_NAmes    1 3.2212e+08 9.1930e+11 32190
## + Neighborhood_Landmrk  1 1.7236e+08 9.1944e+11 32190
## + MiscVal               1 7.7620e+07 9.1954e+11 32190
## + Neighborhood_Greens   1 5.5669e+07 9.1956e+11 32190
## + Neighborhood_Sawyer   1 4.3710e+07 9.1957e+11 32190
## + Neighborhood_Gilbert  1 4.2259e+07 9.1958e+11 32190
## + Neighborhood_MeadowV  1 2.6635e+07 9.1959e+11 32190
## + Neighborhood_Mitchel  1 1.2790e+07 9.1960e+11 32190
## + Neighborhood_Blueste  1 1.1229e+07 9.1961e+11 32190
## + Neighborhood_IDOTRR   1 8.4678e+06 9.1961e+11 32190
## - Neighborhood_NWAmes   1 5.2734e+09 9.2489e+11 32195
## - Neighborhood_Timber   1 8.5544e+09 9.2817e+11 32201
## - Neighborhood_BrkSide  1 8.6888e+09 9.2831e+11 32201
## - Neighborhood_CollgCr  1 8.8763e+09 9.2849e+11 32201
## - Neighborhood_GrnHill  1 1.2162e+10 9.3178e+11 32207
## - Neighborhood_Crawfor  1 2.2069e+10 9.4169e+11 32224
## - Neighborhood_Somerst  1 2.4010e+10 9.4363e+11 32227
## - Neighborhood_StoneBr  1 3.7624e+10 9.5724e+11 32250
## - Neighborhood_NoRidge  1 5.0893e+10 9.7051e+11 32272
## - HouseAge              1 6.0630e+10 9.8025e+11 32288
## - TotalFloorSF          1 6.2439e+10 9.8206e+11 32291
## - LotArea               1 1.1898e+11 1.0386e+12 32380
## - Neighborhood_NridgHt  1 1.3119e+11 1.0508e+12 32399
## - TotalSqftCalc         1 3.0309e+11 1.2227e+12 32640
## - OverallQual           1 3.5727e+11 1.2769e+12 32709
## 
## Step:  AIC=32182.75
## SalePrice ~ TotalFloorSF + OverallQual + TotalSqftCalc + HouseAge + 
##     LotArea + Neighborhood_NridgHt + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor + Neighborhood_Somerst + Neighborhood_GrnHill + 
##     Neighborhood_BrkSide + Neighborhood_CollgCr + Neighborhood_Timber + 
##     Neighborhood_NWAmes + Neighborhood_Blmngtn
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_BrDale   1 3.4599e+09 9.1192e+11 32179
## + Neighborhood_OldTown  1 2.7756e+09 9.1260e+11 32180
## + Neighborhood_SWISU    1 2.0319e+09 9.1335e+11 32181
## <none>                               9.1538e+11 32183
## + Neighborhood_NPkVill  1 1.0836e+09 9.1430e+11 32183
## + Neighborhood_ClearCr  1 5.6760e+08 9.1481e+11 32184
## + Neighborhood_NAmes    1 4.3601e+08 9.1494e+11 32184
## + Neighborhood_SawyerW  1 4.2681e+08 9.1495e+11 32184
## + Neighborhood_Edwards  1 3.5110e+08 9.1503e+11 32184
## + Neighborhood_Gilbert  1 2.2538e+08 9.1515e+11 32184
## + Neighborhood_Landmrk  1 1.4822e+08 9.1523e+11 32184
## + MiscVal               1 8.7037e+07 9.1529e+11 32185
## + Neighborhood_Sawyer   1 6.2051e+07 9.1532e+11 32185
## + Neighborhood_Greens   1 2.0861e+07 9.1536e+11 32185
## + Neighborhood_IDOTRR   1 8.9026e+06 9.1537e+11 32185
## + Neighborhood_MeadowV  1 7.6492e+06 9.1537e+11 32185
## + Neighborhood_Blueste  1 9.1980e+05 9.1538e+11 32185
## + Neighborhood_Mitchel  1 5.6425e+04 9.1538e+11 32185
## - Neighborhood_Blmngtn  1 4.2377e+09 9.1962e+11 32188
## - Neighborhood_NWAmes   1 4.7834e+09 9.2016e+11 32189
## - Neighborhood_BrkSide  1 8.7195e+09 9.2410e+11 32196
## - Neighborhood_Timber   1 9.1749e+09 9.2455e+11 32197
## - Neighborhood_CollgCr  1 1.0282e+10 9.2566e+11 32199
## - Neighborhood_GrnHill  1 1.2340e+10 9.2772e+11 32202
## - Neighborhood_Crawfor  1 2.2260e+10 9.3764e+11 32219
## - Neighborhood_Somerst  1 2.6275e+10 9.4165e+11 32226
## - Neighborhood_StoneBr  1 3.9429e+10 9.5481e+11 32248
## - Neighborhood_NoRidge  1 5.2857e+10 9.6824e+11 32270
## - HouseAge              1 5.5725e+10 9.7110e+11 32275
## - TotalFloorSF          1 6.2164e+10 9.7754e+11 32285
## - LotArea               1 1.2281e+11 1.0382e+12 32381
## - Neighborhood_NridgHt  1 1.3496e+11 1.0503e+12 32400
## - TotalSqftCalc         1 3.0480e+11 1.2202e+12 32639
## - OverallQual           1 3.4465e+11 1.2600e+12 32690
## 
## Step:  AIC=32178.72
## SalePrice ~ TotalFloorSF + OverallQual + TotalSqftCalc + HouseAge + 
##     LotArea + Neighborhood_NridgHt + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor + Neighborhood_Somerst + Neighborhood_GrnHill + 
##     Neighborhood_BrkSide + Neighborhood_CollgCr + Neighborhood_Timber + 
##     Neighborhood_NWAmes + Neighborhood_Blmngtn + Neighborhood_BrDale
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_OldTown  1 2.4876e+09 9.0943e+11 32176
## + Neighborhood_SWISU    1 2.1829e+09 9.0974e+11 32177
## + Neighborhood_NPkVill  1 1.2982e+09 9.1062e+11 32178
## <none>                               9.1192e+11 32179
## + Neighborhood_SawyerW  1 5.7773e+08 9.1134e+11 32180
## + Neighborhood_ClearCr  1 5.0462e+08 9.1142e+11 32180
## + Neighborhood_Edwards  1 4.2452e+08 9.1150e+11 32180
## + Neighborhood_NAmes    1 2.8533e+08 9.1163e+11 32180
## + Neighborhood_Landmrk  1 1.6711e+08 9.1175e+11 32180
## + Neighborhood_Gilbert  1 1.1560e+08 9.1180e+11 32181
## + MiscVal               1 7.8716e+07 9.1184e+11 32181
## + Neighborhood_Greens   1 4.3212e+07 9.1188e+11 32181
## + Neighborhood_MeadowV  1 3.7251e+07 9.1188e+11 32181
## + Neighborhood_Sawyer   1 3.3704e+07 9.1189e+11 32181
## + Neighborhood_IDOTRR   1 2.5234e+07 9.1189e+11 32181
## + Neighborhood_Blueste  1 9.2506e+06 9.1191e+11 32181
## + Neighborhood_Mitchel  1 5.4302e+06 9.1191e+11 32181
## - Neighborhood_BrDale   1 3.4599e+09 9.1538e+11 32183
## - Neighborhood_Blmngtn  1 3.8254e+09 9.1575e+11 32183
## - Neighborhood_NWAmes   1 4.9866e+09 9.1691e+11 32185
## - Neighborhood_BrkSide  1 8.2322e+09 9.2015e+11 32191
## - Neighborhood_Timber   1 8.9539e+09 9.2087e+11 32192
## - Neighborhood_CollgCr  1 9.3752e+09 9.2129e+11 32193
## - Neighborhood_GrnHill  1 1.2262e+10 9.2418e+11 32198
## - Neighborhood_Crawfor  1 2.2030e+10 9.3395e+11 32215
## - Neighborhood_Somerst  1 2.4505e+10 9.3642e+11 32219
## - Neighborhood_StoneBr  1 3.8427e+10 9.5035e+11 32243
## - Neighborhood_NoRidge  1 5.2384e+10 9.6430e+11 32266
## - HouseAge              1 5.6815e+10 9.6873e+11 32273
## - TotalFloorSF          1 6.2182e+10 9.7410e+11 32282
## - LotArea               1 1.1357e+11 1.0255e+12 32364
## - Neighborhood_NridgHt  1 1.3239e+11 1.0443e+12 32393
## - TotalSqftCalc         1 3.0066e+11 1.2126e+12 32631
## - OverallQual           1 3.4744e+11 1.2594e+12 32691
## 
## Step:  AIC=32176.36
## SalePrice ~ TotalFloorSF + OverallQual + TotalSqftCalc + HouseAge + 
##     LotArea + Neighborhood_NridgHt + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor + Neighborhood_Somerst + Neighborhood_GrnHill + 
##     Neighborhood_BrkSide + Neighborhood_CollgCr + Neighborhood_Timber + 
##     Neighborhood_NWAmes + Neighborhood_Blmngtn + Neighborhood_BrDale + 
##     Neighborhood_OldTown
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_SWISU    1 1.3711e+09 9.0806e+11 32176
## + Neighborhood_NPkVill  1 1.1803e+09 9.0825e+11 32176
## <none>                               9.0943e+11 32176
## + Neighborhood_NAmes    1 1.0503e+09 9.0838e+11 32177
## + Neighborhood_SawyerW  1 6.6395e+08 9.0877e+11 32177
## + Neighborhood_ClearCr  1 4.7635e+08 9.0896e+11 32178
## + Neighborhood_Landmrk  1 1.7380e+08 9.0926e+11 32178
## + Neighborhood_Sawyer   1 1.1816e+08 9.0931e+11 32178
## + Neighborhood_Edwards  1 1.1736e+08 9.0931e+11 32178
## + MiscVal               1 1.0453e+08 9.0933e+11 32178
## + Neighborhood_IDOTRR   1 9.1425e+07 9.0934e+11 32178
## + Neighborhood_Gilbert  1 3.8953e+07 9.0939e+11 32178
## + Neighborhood_Greens   1 3.4429e+07 9.0940e+11 32178
## + Neighborhood_MeadowV  1 1.8833e+07 9.0941e+11 32178
## + Neighborhood_Mitchel  1 9.2934e+06 9.0942e+11 32178
## + Neighborhood_Blueste  1 5.5210e+06 9.0943e+11 32178
## - Neighborhood_OldTown  1 2.4876e+09 9.1192e+11 32179
## - Neighborhood_BrDale   1 3.1719e+09 9.1260e+11 32180
## - Neighborhood_Blmngtn  1 3.6085e+09 9.1304e+11 32181
## - Neighborhood_NWAmes   1 4.5704e+09 9.1400e+11 32182
## - Neighborhood_CollgCr  1 8.4563e+09 9.1789e+11 32189
## - Neighborhood_Timber   1 8.5562e+09 9.1799e+11 32189
## - Neighborhood_BrkSide  1 1.0217e+10 9.1965e+11 32192
## - Neighborhood_GrnHill  1 1.2122e+10 9.2155e+11 32195
## - Neighborhood_Somerst  1 2.3453e+10 9.3289e+11 32215
## - Neighborhood_Crawfor  1 2.4199e+10 9.3363e+11 32216
## - Neighborhood_StoneBr  1 3.7851e+10 9.4728e+11 32239
## - HouseAge              1 5.2173e+10 9.6160e+11 32263
## - Neighborhood_NoRidge  1 5.2189e+10 9.6162e+11 32263
## - TotalFloorSF          1 5.7787e+10 9.6722e+11 32273
## - LotArea               1 1.1559e+11 1.0250e+12 32365
## - Neighborhood_NridgHt  1 1.2928e+11 1.0387e+12 32386
## - TotalSqftCalc         1 3.0314e+11 1.2126e+12 32633
## - OverallQual           1 3.4152e+11 1.2510e+12 32683
## 
## Step:  AIC=32175.96
## SalePrice ~ TotalFloorSF + OverallQual + TotalSqftCalc + HouseAge + 
##     LotArea + Neighborhood_NridgHt + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor + Neighborhood_Somerst + Neighborhood_GrnHill + 
##     Neighborhood_BrkSide + Neighborhood_CollgCr + Neighborhood_Timber + 
##     Neighborhood_NWAmes + Neighborhood_Blmngtn + Neighborhood_BrDale + 
##     Neighborhood_OldTown + Neighborhood_SWISU
## 
##                        Df  Sum of Sq        RSS   AIC
## + Neighborhood_NPkVill  1 1.2731e+09 9.0679e+11 32176
## <none>                               9.0806e+11 32176
## - Neighborhood_SWISU    1 1.3711e+09 9.0943e+11 32176
## + Neighborhood_NAmes    1 6.9114e+08 9.0737e+11 32177
## + Neighborhood_SawyerW  1 6.6991e+08 9.0739e+11 32177
## - Neighborhood_OldTown  1 1.6759e+09 9.0974e+11 32177
## + Neighborhood_ClearCr  1 4.8266e+08 9.0758e+11 32177
## + Neighborhood_Edwards  1 2.2563e+08 9.0784e+11 32178
## + Neighborhood_Landmrk  1 1.7455e+08 9.0789e+11 32178
## + MiscVal               1 8.9858e+07 9.0797e+11 32178
## + Neighborhood_Sawyer   1 7.5034e+07 9.0799e+11 32178
## + Neighborhood_Gilbert  1 5.5045e+07 9.0801e+11 32178
## + Neighborhood_Greens   1 4.5464e+07 9.0802e+11 32178
## + Neighborhood_MeadowV  1 3.0526e+07 9.0803e+11 32178
## + Neighborhood_IDOTRR   1 1.4161e+07 9.0805e+11 32178
## + Neighborhood_Mitchel  1 1.0532e+07 9.0805e+11 32178
## + Neighborhood_Blueste  1 8.9913e+06 9.0805e+11 32178
## - Neighborhood_BrDale   1 3.3308e+09 9.1139e+11 32180
## - Neighborhood_Blmngtn  1 3.6103e+09 9.1167e+11 32180
## - Neighborhood_NWAmes   1 4.7925e+09 9.1285e+11 32182
## - Neighborhood_CollgCr  1 8.6088e+09 9.1667e+11 32189
## - Neighborhood_Timber   1 8.6175e+09 9.1668e+11 32189
## - Neighborhood_BrkSide  1 8.9108e+09 9.1697e+11 32190
## - Neighborhood_GrnHill  1 1.2138e+10 9.2020e+11 32195
## - Neighborhood_Crawfor  1 2.2589e+10 9.3065e+11 32213
## - Neighborhood_Somerst  1 2.3505e+10 9.3157e+11 32215
## - Neighborhood_StoneBr  1 3.7717e+10 9.4578e+11 32239
## - HouseAge              1 4.4448e+10 9.5251e+11 32250
## - Neighborhood_NoRidge  1 5.1847e+10 9.5991e+11 32262
## - TotalFloorSF          1 5.8508e+10 9.6657e+11 32273
## - LotArea               1 1.1185e+11 1.0199e+12 32359
## - Neighborhood_NridgHt  1 1.2945e+11 1.0375e+12 32386
## - TotalSqftCalc         1 3.0300e+11 1.2111e+12 32633
## - OverallQual           1 3.4289e+11 1.2510e+12 32685
## 
## Step:  AIC=32175.72
## SalePrice ~ TotalFloorSF + OverallQual + TotalSqftCalc + HouseAge + 
##     LotArea + Neighborhood_NridgHt + Neighborhood_NoRidge + Neighborhood_StoneBr + 
##     Neighborhood_Crawfor + Neighborhood_Somerst + Neighborhood_GrnHill + 
##     Neighborhood_BrkSide + Neighborhood_CollgCr + Neighborhood_Timber + 
##     Neighborhood_NWAmes + Neighborhood_Blmngtn + Neighborhood_BrDale + 
##     Neighborhood_OldTown + Neighborhood_SWISU + Neighborhood_NPkVill
## 
##                        Df  Sum of Sq        RSS   AIC
## <none>                               9.0679e+11 32176
## - Neighborhood_NPkVill  1 1.2731e+09 9.0806e+11 32176
## - Neighborhood_SWISU    1 1.4639e+09 9.0825e+11 32176
## + Neighborhood_SawyerW  1 7.9492e+08 9.0599e+11 32176
## - Neighborhood_OldTown  1 1.5566e+09 9.0834e+11 32176
## + Neighborhood_NAmes    1 5.3085e+08 9.0626e+11 32177
## + Neighborhood_ClearCr  1 4.6481e+08 9.0632e+11 32177
## + Neighborhood_Edwards  1 2.6755e+08 9.0652e+11 32177
## + Neighborhood_Landmrk  1 1.8595e+08 9.0660e+11 32177
## + MiscVal               1 8.1991e+07 9.0671e+11 32178
## + Neighborhood_Greens   1 7.0217e+07 9.0672e+11 32178
## + Neighborhood_MeadowV  1 5.3134e+07 9.0673e+11 32178
## + Neighborhood_Sawyer   1 5.3023e+07 9.0673e+11 32178
## + Neighborhood_Gilbert  1 2.5183e+07 9.0676e+11 32178
## + Neighborhood_Mitchel  1 2.1749e+07 9.0677e+11 32178
## + Neighborhood_Blueste  1 1.8389e+07 9.0677e+11 32178
## + Neighborhood_IDOTRR   1 4.7109e+06 9.0678e+11 32178
## - Neighborhood_Blmngtn  1 3.3661e+09 9.1015e+11 32180
## - Neighborhood_BrDale   1 3.5509e+09 9.1034e+11 32180
## - Neighborhood_NWAmes   1 4.9931e+09 9.1178e+11 32182
## - Neighborhood_CollgCr  1 8.0569e+09 9.1484e+11 32188
## - Neighborhood_Timber   1 8.4124e+09 9.1520e+11 32188
## - Neighborhood_BrkSide  1 8.5727e+09 9.1536e+11 32189
## - Neighborhood_GrnHill  1 1.2063e+10 9.1885e+11 32195
## - Neighborhood_Crawfor  1 2.2242e+10 9.2903e+11 32212
## - Neighborhood_Somerst  1 2.2357e+10 9.2914e+11 32213
## - Neighborhood_StoneBr  1 3.6788e+10 9.4358e+11 32237
## - HouseAge              1 4.4447e+10 9.5123e+11 32250
## - Neighborhood_NoRidge  1 5.1073e+10 9.5786e+11 32261
## - TotalFloorSF          1 5.7907e+10 9.6469e+11 32272
## - LotArea               1 1.0558e+11 1.0124e+12 32349
## - Neighborhood_NridgHt  1 1.2689e+11 1.0337e+12 32382
## - TotalSqftCalc         1 3.0350e+11 1.2103e+12 32634
## - OverallQual           1 3.4384e+11 1.2506e+12 32686
summary(stepwise.lm)
## 
## Call:
## lm(formula = SalePrice ~ TotalFloorSF + OverallQual + TotalSqftCalc + 
##     HouseAge + LotArea + Neighborhood_NridgHt + Neighborhood_NoRidge + 
##     Neighborhood_StoneBr + Neighborhood_Crawfor + Neighborhood_Somerst + 
##     Neighborhood_GrnHill + Neighborhood_BrkSide + Neighborhood_CollgCr + 
##     Neighborhood_Timber + Neighborhood_NWAmes + Neighborhood_Blmngtn + 
##     Neighborhood_BrDale + Neighborhood_OldTown + Neighborhood_SWISU + 
##     Neighborhood_NPkVill, data = train.clean)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -182110  -12500      -4   11697  173603 
## 
## Coefficients:
##                        Estimate Std. Error t value Pr(>|t|)    
## (Intercept)          -44740.053   4472.317 -10.004  < 2e-16 ***
## TotalFloorSF             22.142      2.209  10.023  < 2e-16 ***
## OverallQual           17882.533    732.220  24.422  < 2e-16 ***
## TotalSqftCalc            33.725      1.470  22.945  < 2e-16 ***
## HouseAge               -310.046     35.310  -8.781  < 2e-16 ***
## LotArea                   1.922      0.142  13.533  < 2e-16 ***
## Neighborhood_NridgHt  50066.856   3374.573  14.837  < 2e-16 ***
## Neighborhood_NoRidge  36847.281   3914.715   9.413  < 2e-16 ***
## Neighborhood_StoneBr  41280.029   5167.431   7.989 2.62e-15 ***
## Neighborhood_Crawfor  21491.506   3459.903   6.212 6.70e-10 ***
## Neighborhood_Somerst  20569.201   3302.949   6.228 6.07e-10 ***
## Neighborhood_GrnHill 110085.875  24065.301   4.574 5.15e-06 ***
## Neighborhood_BrkSide  12828.989   3326.767   3.856 0.000120 ***
## Neighborhood_CollgCr   8605.798   2301.943   3.738 0.000192 ***
## Neighborhood_Timber   17825.254   4666.197   3.820 0.000139 ***
## Neighborhood_NWAmes   -8462.917   2875.559  -2.943 0.003298 ** 
## Neighborhood_Blmngtn  16156.019   6685.906   2.416 0.015787 *  
## Neighborhood_BrDale  -14516.426   5848.978  -2.482 0.013173 *  
## Neighborhood_OldTown   4733.693   2880.741   1.643 0.100537    
## Neighborhood_SWISU    -7799.861   4894.638  -1.594 0.111237    
## Neighborhood_NPkVill  -9170.596   6170.916  -1.486 0.137453    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 24010 on 1573 degrees of freedom
## Multiple R-squared:  0.8837, Adjusted R-squared:  0.8822 
## F-statistic: 597.5 on 20 and 1573 DF,  p-value: < 2.2e-16

Note that we do not specify any data sets when we call stepAIC(). The data set is passed along with the initializing model in the object argument.

In addition to these three models identified using variable selection we will include a fourth model for model comparison purposes. We will call this model junk.lm. The model is appropriately named. Do we know why we are calling this model junk? Note that this model will use the train.df data frame since I shed all of these columns off of train.df when I created train.clean.

Remember that train.df and train.clean are essentially the same data set, train.df just has more columns than train.clean so it is perfectly okay to compare models fit on train.df with models fit on train.clean.

junk.lm <- lm(SalePrice ~OverallQual + OverallCond + QualityIndex + GrLivArea + TotalSqftCalc, data=train.df)
summary(junk.lm)
## 
## Call:
## lm(formula = SalePrice ~ OverallQual + OverallCond + QualityIndex + 
##     GrLivArea + TotalSqftCalc, data = train.df)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -216730  -16949    -103   15814  174269 
## 
## Coefficients:
##                 Estimate Std. Error t value Pr(>|t|)    
## (Intercept)   -1.945e+05  1.740e+04 -11.181  < 2e-16 ***
## OverallQual    4.159e+04  2.887e+03  14.406  < 2e-16 ***
## OverallCond    1.751e+04  3.112e+03   5.627 2.17e-08 ***
## QualityIndex  -2.851e+03  5.260e+02  -5.421 6.84e-08 ***
## GrLivArea      2.580e+01  2.496e+00  10.338  < 2e-16 ***
## TotalSqftCalc  4.038e+01  1.675e+00  24.108  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 28780 on 1588 degrees of freedom
## Multiple R-squared:  0.8312, Adjusted R-squared:  0.8307 
## F-statistic:  1564 on 5 and 1588 DF,  p-value: < 2.2e-16

Before we go any further we should consider if we like these models. One issue with using variable selection on a pool that contains highly correlated predictor variables is that the variable selection algorithm will select the highly correlated pairs. (Hint: do we have correlated predictor variables in the junk model?) Compute the VIF values for the variable selection models. If the models selected highly correlated pairs of predictors that you do not like, then go back, add them to your drop list, and re-perform the variable selection before you go on with the assignment. The VIF values do not need to be ideal, but if you have a very large VIF value (like 20, 30, 50 etc.), then you should consider removing a variable so that your variable selection models are not junk too.
Should we be concerned with VIF values for indicator variables? Why or why not?

Answer: I believe VIF values are a good indicator of whether or not the variables are correlated or overly correlated and a cause for concern. With this, one could parse through the models and their variables to see if any variable is or is not correlated.

Did the different variable selection procedures select the same model or different models? Display the final estimated models and their VIF values for each of these four models in your report.

library(car)
## Loading required package: carData
sort(vif(forward.lm),decreasing=TRUE)
##         TotalFloorSF             HouseAge        TotalSqftCalc 
##             2.997075             2.962860             2.761456 
##          OverallQual Neighborhood_OldTown Neighborhood_NridgHt 
##             2.513987             1.646198             1.393951 
##              LotArea Neighborhood_NoRidge Neighborhood_Somerst 
##             1.339712             1.312415             1.301025 
## Neighborhood_CollgCr Neighborhood_BrkSide Neighborhood_Crawfor 
##             1.301009             1.232234             1.141330 
## Neighborhood_StoneBr   Neighborhood_SWISU  Neighborhood_NWAmes 
##             1.139848             1.103084             1.089922 
## Neighborhood_Blmngtn  Neighborhood_Timber  Neighborhood_BrDale 
##             1.076070             1.075408             1.056145 
## Neighborhood_NPkVill Neighborhood_GrnHill 
##             1.046311             1.003999
sort(vif(backward.lm),decreasing=TRUE)
##         TotalFloorSF        TotalSqftCalc          OverallQual 
##             3.203529             2.927603             2.699244 
##             HouseAge   Neighborhood_NAmes              LotArea 
##             2.220252             1.571230             1.446158 
## Neighborhood_NridgHt Neighborhood_Gilbert Neighborhood_NoRidge 
##             1.440671             1.398461             1.382790 
## Neighborhood_Somerst Neighborhood_Edwards Neighborhood_SawyerW 
##             1.343599             1.259802             1.237152 
##  Neighborhood_Sawyer Neighborhood_BrkSide  Neighborhood_NWAmes 
##             1.230333             1.222604             1.212719 
## Neighborhood_Mitchel Neighborhood_Crawfor Neighborhood_MeadowV 
##             1.210067             1.159153             1.153305 
## Neighborhood_StoneBr Neighborhood_ClearCr  Neighborhood_Timber 
##             1.148779             1.120782             1.118970 
##   Neighborhood_SWISU  Neighborhood_BrDale Neighborhood_NPkVill 
##             1.091651             1.073788             1.060218 
## Neighborhood_GrnHill 
##             1.005264
sort(vif(stepwise.lm),decreasing=TRUE)
##         TotalFloorSF             HouseAge        TotalSqftCalc 
##             2.997075             2.962860             2.761456 
##          OverallQual Neighborhood_OldTown Neighborhood_NridgHt 
##             2.513987             1.646198             1.393951 
##              LotArea Neighborhood_NoRidge Neighborhood_Somerst 
##             1.339712             1.312415             1.301025 
## Neighborhood_CollgCr Neighborhood_BrkSide Neighborhood_Crawfor 
##             1.301009             1.232234             1.141330 
## Neighborhood_StoneBr   Neighborhood_SWISU  Neighborhood_NWAmes 
##             1.139848             1.103084             1.089922 
## Neighborhood_Blmngtn  Neighborhood_Timber  Neighborhood_BrDale 
##             1.076070             1.075408             1.056145 
## Neighborhood_NPkVill Neighborhood_GrnHill 
##             1.046311             1.003999
sort(vif(junk.lm),decreasing=TRUE)
##  QualityIndex   OverallQual   OverallCond     GrLivArea TotalSqftCalc 
##     41.017444     27.196228     22.505973      2.676134      2.495807

Answer: Most of the variables are quite correlated in my models, but none are above 10, which is a sign of concern when comparing VIF models. In my models, it is seen how correlated the TotalFloorSF, TotalSqftCalc, and OverallQual is to the logSalePrice, with the Styles, HouseAge, and lagging behind (which accounted for whether the house was 1 story or two story in terms of dummy variables). The junk model seems to be the worstb of the bunch, as to be expected, as there are over correlating variables which pose concern on the model.

Model Comparison: Now that we have our final models, we need to compare the in-sample fit and predictive accuracy of our models. For each of these four models compute the adjusted R-Squared, AIC, BIC, mean squared error, and the mean absolute error for each of these models for the training sample. Each of these metrics represents some concept of ‘fit’. In addition to the values provide the rank for each model in each metric. If a model is #2 in one metric, then is it #2 in all metrics? Should we expect each metric to give us the same ranking of model ‘fit’.

Answer: All of the forward and stepwise models came up with the same results in terms of the fit-statistics (R^2, AIC, BIC, MSE, MAE). The backwards model lacked slightly behind them in R^2, AIC, and BIC values but was had better MSE and MAE scores compared to the forward and stepwise models. The junk model is what performed the most poorly in all statistics (as to be expected) due to it having less features and not being as clean.

Models and their values:

summary(forward.lm)
## 
## Call:
## lm(formula = SalePrice ~ OverallQual + TotalSqftCalc + LotArea + 
##     Neighborhood_NridgHt + HouseAge + TotalFloorSF + Neighborhood_NoRidge + 
##     Neighborhood_StoneBr + Neighborhood_Crawfor + Neighborhood_Somerst + 
##     Neighborhood_GrnHill + Neighborhood_BrkSide + Neighborhood_CollgCr + 
##     Neighborhood_Timber + Neighborhood_NWAmes + Neighborhood_Blmngtn + 
##     Neighborhood_BrDale + Neighborhood_OldTown + Neighborhood_SWISU + 
##     Neighborhood_NPkVill, data = train.clean)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -182110  -12500      -4   11697  173603 
## 
## Coefficients:
##                        Estimate Std. Error t value Pr(>|t|)    
## (Intercept)          -44740.053   4472.317 -10.004  < 2e-16 ***
## OverallQual           17882.533    732.220  24.422  < 2e-16 ***
## TotalSqftCalc            33.725      1.470  22.945  < 2e-16 ***
## LotArea                   1.922      0.142  13.533  < 2e-16 ***
## Neighborhood_NridgHt  50066.856   3374.573  14.837  < 2e-16 ***
## HouseAge               -310.046     35.310  -8.781  < 2e-16 ***
## TotalFloorSF             22.142      2.209  10.023  < 2e-16 ***
## Neighborhood_NoRidge  36847.281   3914.715   9.413  < 2e-16 ***
## Neighborhood_StoneBr  41280.029   5167.431   7.989 2.62e-15 ***
## Neighborhood_Crawfor  21491.506   3459.903   6.212 6.70e-10 ***
## Neighborhood_Somerst  20569.201   3302.949   6.228 6.07e-10 ***
## Neighborhood_GrnHill 110085.875  24065.301   4.574 5.15e-06 ***
## Neighborhood_BrkSide  12828.989   3326.767   3.856 0.000120 ***
## Neighborhood_CollgCr   8605.798   2301.943   3.738 0.000192 ***
## Neighborhood_Timber   17825.254   4666.197   3.820 0.000139 ***
## Neighborhood_NWAmes   -8462.917   2875.559  -2.943 0.003298 ** 
## Neighborhood_Blmngtn  16156.019   6685.906   2.416 0.015787 *  
## Neighborhood_BrDale  -14516.426   5848.978  -2.482 0.013173 *  
## Neighborhood_OldTown   4733.693   2880.741   1.643 0.100537    
## Neighborhood_SWISU    -7799.861   4894.638  -1.594 0.111237    
## Neighborhood_NPkVill  -9170.596   6170.916  -1.486 0.137453    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 24010 on 1573 degrees of freedom
## Multiple R-squared:  0.8837, Adjusted R-squared:  0.8822 
## F-statistic: 597.5 on 20 and 1573 DF,  p-value: < 2.2e-16
print(paste("R^2",summary(forward.lm)$r.squared))
## [1] "R^2 0.883687689291449"
print(paste("AIC",AIC(forward.lm)))
## [1] "AIC 36701.2970406411"
print(paste("BIC",BIC(forward.lm)))
## [1] "BIC 36819.5250815468"
print(paste("MSE",mean(forward.lm$residuals^2)))
## [1] "MSE 568875702.924602"
library("ie2misc")
print(paste("MAE",mae(train.clean$SalePrice, predict(forward.lm))))
## [1] "MAE 16804.4204442351"
summary(backward.lm)
## 
## Call:
## lm(formula = SalePrice ~ TotalFloorSF + HouseAge + OverallQual + 
##     LotArea + TotalSqftCalc + Neighborhood_BrDale + Neighborhood_BrkSide + 
##     Neighborhood_ClearCr + Neighborhood_Crawfor + Neighborhood_Edwards + 
##     Neighborhood_Gilbert + Neighborhood_GrnHill + Neighborhood_MeadowV + 
##     Neighborhood_Mitchel + Neighborhood_NAmes + Neighborhood_NoRidge + 
##     Neighborhood_NPkVill + Neighborhood_NridgHt + Neighborhood_NWAmes + 
##     Neighborhood_Sawyer + Neighborhood_SawyerW + Neighborhood_Somerst + 
##     Neighborhood_StoneBr + Neighborhood_SWISU + Neighborhood_Timber, 
##     data = train.clean)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -189575  -12405       8   11778  174018 
## 
## Coefficients:
##                        Estimate Std. Error t value Pr(>|t|)    
## (Intercept)          -3.586e+04  5.045e+03  -7.108 1.79e-12 ***
## TotalFloorSF          2.294e+01  2.288e+00  10.030  < 2e-16 ***
## HouseAge             -3.620e+02  3.061e+01 -11.826  < 2e-16 ***
## OverallQual           1.776e+04  7.599e+02  23.370  < 2e-16 ***
## LotArea               1.931e+00  1.478e-01  13.068  < 2e-16 ***
## TotalSqftCalc         3.334e+01  1.516e+00  21.996  < 2e-16 ***
## Neighborhood_BrDale  -2.118e+04  5.907e+03  -3.586 0.000347 ***
## Neighborhood_BrkSide  8.015e+03  3.319e+03   2.415 0.015859 *  
## Neighborhood_ClearCr -1.173e+04  6.035e+03  -1.944 0.052049 .  
## Neighborhood_Crawfor  1.595e+04  3.492e+03   4.568 5.30e-06 ***
## Neighborhood_Edwards -7.441e+03  2.884e+03  -2.580 0.009980 ** 
## Neighborhood_Gilbert -7.815e+03  2.980e+03  -2.623 0.008804 ** 
## Neighborhood_GrnHill  1.023e+05  2.412e+04   4.240 2.36e-05 ***
## Neighborhood_MeadowV -8.144e+03  5.206e+03  -1.564 0.117962    
## Neighborhood_Mitchel -7.850e+03  3.326e+03  -2.360 0.018373 *  
## Neighborhood_NAmes   -5.052e+03  2.028e+03  -2.491 0.012839 *  
## Neighborhood_NoRidge  2.877e+04  4.025e+03   7.149 1.34e-12 ***
## Neighborhood_NPkVill -1.593e+04  6.222e+03  -2.560 0.010551 *  
## Neighborhood_NridgHt  4.174e+04  3.436e+03  12.147  < 2e-16 ***
## Neighborhood_NWAmes  -1.544e+04  3.038e+03  -5.081 4.21e-07 ***
## Neighborhood_Sawyer  -5.514e+03  3.135e+03  -1.759 0.078850 .  
## Neighborhood_SawyerW -1.080e+04  3.205e+03  -3.370 0.000769 ***
## Neighborhood_Somerst  1.228e+04  3.362e+03   3.653 0.000268 ***
## Neighborhood_StoneBr  3.337e+04  5.196e+03   6.423 1.77e-10 ***
## Neighborhood_SWISU   -1.262e+04  4.877e+03  -2.588 0.009751 ** 
## Neighborhood_Timber   9.928e+03  4.767e+03   2.083 0.037452 *  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 24050 on 1568 degrees of freedom
## Multiple R-squared:  0.8837, Adjusted R-squared:  0.8818 
## F-statistic: 476.5 on 25 and 1568 DF,  p-value: < 2.2e-16
print(paste("R^2",summary(backward.lm)$r.squared))
## [1] "R^2 0.883688198515469"
print(paste("AIC",AIC(backward.lm)))
## [1] "AIC 36711.2900619742"
print(paste("BIC",BIC(backward.lm)))
## [1] "BIC 36856.3881121767"
print(paste("MSE",mean(backward.lm$residuals^2)))
## [1] "MSE 568873212.344106"
library("ie2misc")
print(paste("MAE",mae(train.clean$SalePrice, predict(backward.lm))))
## [1] "MAE 16750.0308635844"
summary(stepwise.lm)
## 
## Call:
## lm(formula = SalePrice ~ TotalFloorSF + OverallQual + TotalSqftCalc + 
##     HouseAge + LotArea + Neighborhood_NridgHt + Neighborhood_NoRidge + 
##     Neighborhood_StoneBr + Neighborhood_Crawfor + Neighborhood_Somerst + 
##     Neighborhood_GrnHill + Neighborhood_BrkSide + Neighborhood_CollgCr + 
##     Neighborhood_Timber + Neighborhood_NWAmes + Neighborhood_Blmngtn + 
##     Neighborhood_BrDale + Neighborhood_OldTown + Neighborhood_SWISU + 
##     Neighborhood_NPkVill, data = train.clean)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -182110  -12500      -4   11697  173603 
## 
## Coefficients:
##                        Estimate Std. Error t value Pr(>|t|)    
## (Intercept)          -44740.053   4472.317 -10.004  < 2e-16 ***
## TotalFloorSF             22.142      2.209  10.023  < 2e-16 ***
## OverallQual           17882.533    732.220  24.422  < 2e-16 ***
## TotalSqftCalc            33.725      1.470  22.945  < 2e-16 ***
## HouseAge               -310.046     35.310  -8.781  < 2e-16 ***
## LotArea                   1.922      0.142  13.533  < 2e-16 ***
## Neighborhood_NridgHt  50066.856   3374.573  14.837  < 2e-16 ***
## Neighborhood_NoRidge  36847.281   3914.715   9.413  < 2e-16 ***
## Neighborhood_StoneBr  41280.029   5167.431   7.989 2.62e-15 ***
## Neighborhood_Crawfor  21491.506   3459.903   6.212 6.70e-10 ***
## Neighborhood_Somerst  20569.201   3302.949   6.228 6.07e-10 ***
## Neighborhood_GrnHill 110085.875  24065.301   4.574 5.15e-06 ***
## Neighborhood_BrkSide  12828.989   3326.767   3.856 0.000120 ***
## Neighborhood_CollgCr   8605.798   2301.943   3.738 0.000192 ***
## Neighborhood_Timber   17825.254   4666.197   3.820 0.000139 ***
## Neighborhood_NWAmes   -8462.917   2875.559  -2.943 0.003298 ** 
## Neighborhood_Blmngtn  16156.019   6685.906   2.416 0.015787 *  
## Neighborhood_BrDale  -14516.426   5848.978  -2.482 0.013173 *  
## Neighborhood_OldTown   4733.693   2880.741   1.643 0.100537    
## Neighborhood_SWISU    -7799.861   4894.638  -1.594 0.111237    
## Neighborhood_NPkVill  -9170.596   6170.916  -1.486 0.137453    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 24010 on 1573 degrees of freedom
## Multiple R-squared:  0.8837, Adjusted R-squared:  0.8822 
## F-statistic: 597.5 on 20 and 1573 DF,  p-value: < 2.2e-16
print(paste("R^2",summary(stepwise.lm)$r.squared))
## [1] "R^2 0.883687689291449"
print(paste("AIC",AIC(stepwise.lm)))
## [1] "AIC 36701.2970406411"
print(paste("BIC",BIC(stepwise.lm)))
## [1] "BIC 36819.5250815468"
print(paste("MSE",mean(stepwise.lm$residuals^2)))
## [1] "MSE 568875702.924602"
print(paste("MAE",mae(train.clean$SalePrice, predict(stepwise.lm))))
## [1] "MAE 16804.4204442351"
summary(junk.lm)
## 
## Call:
## lm(formula = SalePrice ~ OverallQual + OverallCond + QualityIndex + 
##     GrLivArea + TotalSqftCalc, data = train.df)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -216730  -16949    -103   15814  174269 
## 
## Coefficients:
##                 Estimate Std. Error t value Pr(>|t|)    
## (Intercept)   -1.945e+05  1.740e+04 -11.181  < 2e-16 ***
## OverallQual    4.159e+04  2.887e+03  14.406  < 2e-16 ***
## OverallCond    1.751e+04  3.112e+03   5.627 2.17e-08 ***
## QualityIndex  -2.851e+03  5.260e+02  -5.421 6.84e-08 ***
## GrLivArea      2.580e+01  2.496e+00  10.338  < 2e-16 ***
## TotalSqftCalc  4.038e+01  1.675e+00  24.108  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 28780 on 1588 degrees of freedom
## Multiple R-squared:  0.8312, Adjusted R-squared:  0.8307 
## F-statistic:  1564 on 5 and 1588 DF,  p-value: < 2.2e-16
print(paste("R^2",summary(junk.lm)$r.squared))
## [1] "R^2 0.831247714543605"
print(paste("AIC",AIC(junk.lm)))
## [1] "AIC 37264.5088686741"
print(paste("BIC",BIC(junk.lm)))
## [1] "BIC 37302.1268816895"
print(paste("MSE",mean(junk.lm$residuals^2)))
## [1] "MSE 825356098.80272"
print(paste("MAE",mae(train.clean$SalePrice, predict(junk.lm))))
## [1] "MAE 20848.6898664742"
  1. Predictive Accuracy In predictive modeling, we are interested in how well our model performs (predicts) out-of-sample. That is the point of predictive modeling. For each of the four models compute the Mean Squared Error (MSE) and the Mean Absolute Error (MAE) for the test sample. Which model fits the best based on these criteria? Did the model that fit best in-sample predict the best out-of-sample? Should we have a preference for the MSE or the MAE? What does it mean when a model has better predictive accuracy in-sample then it does out-of-sample?

Answer: The first three models (forwards, backwards, and stepwise models) fit the best based on that criteria. I believe those models will predict equally well with the out-of-sample. The MSE and MAE need to be as low as can be to improve the fit on the model. When a model has better predictive accuracy in-sample compared to out of the sample, it means the model is overfitting on the training data and is becoming to accustomed to it in terms of predictions. ################################################################################# ################################################################################# #################################################################################

forward.pct <- abs(forward.lm$residuals)/train.clean$SalePrice;
MAPE <- mean(forward.pct)
MAPE
## [1] 0.1007298
backward.pct <- abs(backward.lm$residuals)/train.clean$SalePrice;
MAPE <- mean(backward.pct)
MAPE
## [1] 0.1003564
stepwise.pct <- abs(stepwise.lm$residuals)/train.clean$SalePrice;
MAPE <- mean(stepwise.pct)
MAPE
## [1] 0.1007298
junk.pct <- abs(junk.lm$residuals)/train.clean$SalePrice;
MAPE <- mean(junk.pct)
MAPE
## [1] 0.1291034
  1. Operational Validation We have validated these models in the statistical sense, but what about the business sense? Do MSE or MAE easily translate to the development of a business policy?

Answer: I think MSE and MAE loosely translate to the development of a business policy because when you need to look at a general trend, it may not be as important to worry too much about the MSE or MAE. However, if it is too high, it may not be a good ploicy you are trying to implement by that logic, and should be evaluated further.

Typically, in applications we need to be able to hit defined cut-off points, i.e. we set a policy that we need to be p% accurate. Let’s define a variable called PredictionGrade, and consider the predicted value to be ‘Grade 1’ if it is within ten percent of the actual value, ‘Grade 2’ if it is not Grade 1 but within fifteen percent of the actual value, Grade 3 if it is not Grade 2 but within twenty-five percent of the actual value, and ‘Grade 4’ otherwise.

Produce these prediction grades for the in-sample training data and the out-of-sample test data. Note that we want to show these tables in distribution form, not counts. Distribution form is more informative and easier for your reader (and you!) to understand, hence we have normalized the table object.

# Assign Prediction Grades training data;
forward.PredictionGrade <- ifelse(forward.pct<=0.10,'Grade 1: [0.0.10]',
                                  ifelse(forward.pct<=0.15,'Grade 2: (0.10,0.15]',
                                         ifelse(forward.pct<=0.25,'Grade 3: (0.15,0.25]',
                                                'Grade 4: (0.25+]')
                                  )                 
)

forward.trainTable <- table(forward.PredictionGrade)
forward.trainTable/sum(forward.trainTable)
## forward.PredictionGrade
##    Grade 1: [0.0.10] Grade 2: (0.10,0.15] Grade 3: (0.15,0.25] 
##           0.62296110           0.17001255           0.13927227 
##     Grade 4: (0.25+] 
##           0.06775408
forward.test <- predict(forward.lm,newdata=test.clean);
backward.test <- predict(backward.lm,newdata=test.clean);
stepwise.test <- predict(stepwise.lm,newdata=test.clean);
junk.test <- predict(junk.lm,newdata=test.df);
# Test Data
# Abs Pct Error
forward.testPCT <- abs(test.df$logSalePrice-forward.test)/test.df$SalePrice;
MAPE <- mean(forward.testPCT)
MAPE
## [1] 1.008627
backward.testPCT <- abs(test.df$logSalePrice-backward.test)/test.df$SalePrice;
MAPE <- mean(backward.testPCT)
MAPE
## [1] 1.00832
stepwise.testPCT <- abs(test.df$logSalePrice-stepwise.test)/test.df$SalePrice;
MAPE <- mean(stepwise.testPCT)
MAPE
## [1] 1.008627
junk.testPCT <- abs(test.df$logSalePrice-junk.test)/test.df$SalePrice;
MAPE <- mean(junk.testPCT)
MAPE
## [1] 1.018062
# Assign Prediction Grades test data;
forward.testPredictionGrade <- ifelse(forward.testPCT<=0.10,'Grade 1: [0.0.10]',
                                      ifelse(forward.testPCT<=0.15,'Grade 2: (0.10,0.15]',
                                             ifelse(forward.testPCT<=0.25,'Grade 3: (0.15,0.25]',
                                                    'Grade 4: (0.25+]')
                                      )                 
)

forward.testTable <-table(forward.testPredictionGrade)
forward.testTable/sum(forward.testTable)
## forward.testPredictionGrade
## Grade 4: (0.25+] 
##                1

How accurate are the models under this definition of predictive accuracy? How do these results compare to our predictive accuracy results? Did the model ranking remain the same? The models seem to be ok in terms of accuracy to the training data, but does not seem to be the best in predictive accuracy, as it was heavily within Grade 4. I do believe more variables should be added within the model to improve its results, as the existing variables just may not be enough.

Answer: The models seem to be ok in terms of accuracy to the training data, but does not seem to be the best in predictive accuracy, as it was heavily within Grade 4. I do believe more variables should be added within the model to improve its results, as the existing variables just may not be enough.

train.clean$predict1=predict(forward.lm)
train.clean$residual1=train.clean$SalePrice-train.clean$predict1
summary(train.clean$residual1)
##       Min.    1st Qu.     Median       Mean    3rd Qu.       Max. 
## -182110.17  -12499.57      -3.89       0.00   11696.62  173602.82
print(paste('SD:',sd(train.clean$residual1)))
## [1] "SD: 23858.6003905035"
train.clean$standResid1=(train.clean$residual1-mean(train.clean$residual1))/sd(train.clean$residual1)
hist(train.clean$standResid1)

plot(train.clean$predict1,train.clean$standResid1)

train.clean$predict2=predict(backward.lm)
train.clean$residual2=train.clean$SalePrice-train.clean$predict2
summary(train.clean$residual2)
##       Min.    1st Qu.     Median       Mean    3rd Qu.       Max. 
## -189574.75  -12404.72       7.68       0.00   11778.31  174018.49
print(paste('SD:',sd(train.clean$residual2)))
## [1] "SD: 23858.5481630753"
train.clean$standResid2=(train.clean$residual2-mean(train.clean$residual2))/sd(train.clean$residual2)
hist(train.clean$standResid2)

plot(train.clean$predict2,train.clean$standResid2)

train.clean$predict3=predict(stepwise.lm)
train.clean$residual3=train.clean$SalePrice-train.clean$predict3
summary(train.clean$residual3)
##       Min.    1st Qu.     Median       Mean    3rd Qu.       Max. 
## -182110.17  -12499.57      -3.89       0.00   11696.62  173602.82
print(paste('SD:',sd(train.clean$residual3)))
## [1] "SD: 23858.6003905035"
train.clean$standResid3=(train.clean$residual3-mean(train.clean$residual3))/sd(train.clean$residual3)
hist(train.clean$standResid3)

plot(train.clean$predict3,train.clean$standResid3)

train.clean$predict4=predict(junk.lm)
train.clean$residual4=train.clean$SalePrice-train.clean$predict4
summary(train.clean$residual4)
##      Min.   1st Qu.    Median      Mean   3rd Qu.      Max. 
## -216730.1  -16949.0    -102.9       0.0   15814.0  174269.5
print(paste('SD:',sd(train.clean$residual4)))
## [1] "SD: 28738.0273003313"
train.clean$standResid4=(train.clean$residual4-mean(train.clean$residual4))/sd(train.clean$residual4)
hist(train.clean$standResid4)

plot(train.clean$predict4,train.clean$standResid4)